Study of Relationships between Energy, GDP, CO2, Forest Area and Happiniess¶

James/Peng Li

Introduction¶

As we all know energy is very important for economic development of every country. It is the basis for GDP, but meanwhile energy consumption may cause CO2 emission, especially by coal and oil.We also would like to study the Forest Area per capita, because trees are the main way to capture CO2 emission and transform it into oxygen. Last but not least, we will study relationship between GDP and happiness indicator. Based on the data collection, we will study from 2010 to 2020 and focus on 10 representative countries.

In [1]:
from IPython.display import Image
Image(filename="D:/g.png", width=500, height=200)
Out[1]:
Based on above chart, we formed the research questions as below.¶

Research Questions¶

  • The energy efficiency for GDP. This means for same energy consumption unit which country can achieve higher GDP?

  • The energy efficiency for CO2 emission. This means for same energy consumption unit which country can emit less CO2?

  • The compensation of forest for CO2 emission. Based on the CO2 emission, does the country have certain forest area to compensate the CO2 emission?

  • The influence of GDP for happiness. Does it mean higher GDP will leads to higher happiness?

Overall structure chart, please see below

Executive Summary¶

  1. Acquire datasets from different sources from excel file, from a web API and from web-scraped;

  2. Wrangle the data into an usable format and perform EDA;

  3. Integrate datasets into one;

  4. persist the data into a SQLite relational database with a suitable schema;

  5. Perform group-by queries, pivot tables, cross-tabulation of the data to answer your research questions, together with a rich set of visualisations;

  6. Summary

1. Acquire datasets from different sources¶

In [72]:
import os
import pandas as pd
import numpy as np
import matplotlib
import matplotlib.pyplot as plt
import seaborn as sns
sns.set(style="ticks")
from pylab import rcParams
import pylab
%matplotlib inline
matplotlib.style.use('ggplot')
# Set some Pandas options as you like
pd.set_option('display.notebook_repr_html', True)
#this line enables the plots to be embedded into the notebook
rcParams['figure.figsize'] = 15, 10
rcParams['font.size'] = 20
rcParams['axes.facecolor'] = 'white'
pd.set_option('display.max_columns', None)
#we first need to make some extra imports
import json
from time import sleep
from datetime import datetime
import requests
from bs4 import BeautifulSoup
import pandas as pd

1.1 Computer excel file¶

- Resource: bp Statistical Review of World Energy 2021 | 70th edition¶

- Data: Energy Consumption per Capita 2010-2020¶

In [73]:
energy2010to2020 = pd.read_excel('./energy2010to2020.xls')
energy2010to2020 
Out[73]:
Country_name 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020
0 Canada 388.8 398.9 395.5 400.7 398.0 395.9 387.7 387.8 389.4 386.3 361.1
1 Mexico 64.1 66.2 65.7 65.1 64.0 63.1 63.1 63.3 62.1 59.2 50.2
2 United States 300.7 295.4 285.4 290.9 291.8 287.0 284.7 283.8 292.4 288.4 265.2
3 Argentina 79.1 80.7 82.9 85.2 84.2 84.9 83.5 82.9 80.9 75.5 69.7
4 Brazil 56.0 58.0 58.5 60.2 61.1 59.7 57.7 57.9 57.8 58.9 56.5
5 Chile 77.9 83.8 84.9 84.9 82.4 83.2 86.2 85.5 87.8 88.9 84.1
6 Colombia 31.8 32.5 34.5 34.4 35.8 35.7 37.1 37.1 37.3 37.9 34.7
7 Ecuador 36.8 38.4 39.9 40.6 42.0 41.2 40.3 40.9 42.5 42.8 36.6
8 Peru 28.0 30.7 31.4 31.7 32.2 33.3 35.1 35.4 36.7 36.5 30.2
9 Trinidad & Tobago 633.9 618.8 605.3 612.4 605.4 584.0 515.4 544.4 513.1 509.5 445.7
10 Venezuela 118.2 119.1 122.8 122.7 115.7 114.1 100.2 99.5 85.6 68.4 50.7
11 Austria 175.7 163.7 170.7 168.5 160.4 159.5 163.5 166.0 160.8 167.2 153.6
12 Belgium 252.6 234.2 223.0 227.6 210.2 211.9 227.1 228.2 225.3 231.2 189.0
13 Czech Republic 174.3 169.8 168.5 165.0 161.3 158.0 155.6 162.0 161.2 158.9 143.6
14 Finland 242.8 225.8 218.5 218.8 210.1 207.9 210.9 205.7 209.5 203.4 197.9
15 France 169.4 161.9 161.0 161.7 154.1 154.4 151.3 149.8 152.1 148.5 133.3
16 Germany 169.6 163.3 165.1 169.3 161.6 163.8 165.7 166.7 161.6 156.3 144.6
17 Greece 123.1 121.2 114.5 107.8 101.8 103.3 101.7 107.1 107.6 113.9 96.0
18 Hungary 99.8 97.2 90.9 86.5 86.6 91.5 93.8 98.7 99.6 101.2 100.2
19 Italy 122.6 119.6 115.6 109.7 103.3 106.0 106.3 107.5 108.4 106.5 97.0
20 Netherlands 245.5 234.4 225.9 218.5 205.7 208.0 211.3 207.5 206.8 205.4 196.8
21 Norway 354.0 354.3 386.3 358.0 363.9 364.4 364.5 362.9 356.2 330.6 356.0
22 Poland 109.1 109.8 106.6 107.1 103.3 104.5 109.3 113.7 115.1 111.8 106.0
23 Portugal 101.7 97.3 89.3 98.1 100.6 99.2 106.3 103.8 105.8 100.9 91.5
24 Romania 69.4 71.7 69.4 64.8 67.5 68.2 68.6 70.4 72.2 71.1 69.2
25 Spain 129.5 126.8 126.1 119.7 117.9 119.8 121.0 122.5 124.0 119.7 106.3
26 Sweden 229.8 225.2 236.6 220.3 217.5 222.6 217.3 222.8 216.6 223.4 217.8
27 Switzerland 157.4 147.6 153.8 155.9 146.8 142.0 132.3 131.4 132.3 136.9 124.5
28 Turkey 62.2 65.5 68.4 66.7 67.7 72.9 75.3 78.6 76.4 78.0 74.6
29 Ukraine 111.3 115.6 113.7 108.0 95.9 79.9 83.9 78.5 81.8 77.7 75.8
30 United Kingdom 140.5 131.6 132.1 130.5 122.1 122.7 120.5 119.3 118.4 114.4 101.6
31 Azerbaijan 51.9 57.0 58.0 58.8 59.2 64.0 62.6 60.7 61.9 64.5 61.3
32 Belarus 115.6 115.1 124.3 109.5 113.1 102.7 102.1 104.0 113.2 111.5 103.9
33 Kazakhstan 137.5 153.6 158.7 157.1 157.6 156.1 152.9 162.6 176.8 169.8 165.4
34 Russian Federation 195.1 201.2 201.3 198.5 198.5 194.7 198.4 199.3 206.6 204.9 194.0
35 Turkmenistan 176.6 192.7 206.4 180.0 183.1 215.3 209.5 203.9 223.4 240.1 232.7
36 Uzbekistan 66.0 67.4 65.4 65.4 66.4 62.4 58.7 57.9 59.0 58.2 56.0
37 Iran 118.2 122.1 121.9 124.8 128.9 126.5 130.8 133.8 139.6 144.4 143.2
38 Iraq 48.8 50.0 51.2 53.1 49.0 47.3 52.8 50.8 52.0 55.9 51.3
39 Israel 135.0 135.6 139.3 127.3 123.2 128.0 128.1 131.7 129.9 132.5 121.0
40 Kuwait 472.6 458.7 451.1 438.6 425.9 420.9 408.3 406.1 398.4 396.6 352.9
41 Oman 284.9 289.8 293.5 304.9 283.8 283.1 270.2 278.7 283.9 279.5 268.2
42 Qatar 646.7 686.1 726.4 740.3 759.6 829.6 783.2 740.8 639.7 679.7 594.2
43 Saudi Arabia 318.6 324.9 334.0 325.5 339.4 341.1 337.7 330.2 315.9 311.7 303.3
44 United Arab Emirates 409.2 410.7 423.2 443.9 438.2 481.9 495.9 490.6 476.7 466.0 423.7
45 Algeria 43.9 45.6 48.9 50.7 54.2 56.0 54.8 54.2 57.2 58.1 52.4
46 Egypt 39.2 39.1 40.2 39.0 38.1 38.0 39.1 39.4 39.2 38.5 35.6
47 Morocco 21.6 22.4 22.4 22.7 22.7 22.8 22.7 23.5 24.0 25.9 23.8
48 Australia 240.5 243.3 236.5 235.9 234.8 237.0 234.8 230.5 228.8 233.2 218.4
49 Bangladesh 6.1 6.6 6.9 7.1 7.3 8.4 8.4 8.6 9.1 10.1 9.7
50 China 76.2 81.8 84.6 87.2 89.2 89.9 91.0 93.5 96.4 99.1 101.1
51 India 18.2 19.0 19.8 20.3 21.4 21.9 22.6 23.3 24.5 24.8 23.2
52 Indonesia 26.5 28.1 29.5 30.0 27.5 27.4 27.4 28.2 30.1 32.0 29.6
53 Japan 164.2 155.8 154.9 153.7 149.9 147.9 146.4 148.3 147.8 144.8 134.7
54 Malaysia 118.8 121.1 128.3 132.5 131.9 132.0 137.1 137.2 137.3 138.7 127.1
55 New Zealand 188.9 187.9 187.1 186.2 192.6 192.3 191.7 193.2 191.1 194.4 174.3
56 Pakistan 14.8 14.4 13.2 14.0 14.2 14.6 15.6 16.2 16.4 16.2 15.7
57 Philippines 13.0 13.0 13.2 13.9 14.4 15.5 16.7 18.1 18.3 18.6 16.7
58 Singapore 559.5 567.1 558.3 561.8 570.5 599.5 615.3 628.8 626.3 607.8 583.9
59 South Korea 218.3 227.5 228.5 227.8 228.6 231.2 235.9 240.1 242.9 239.1 229.9
60 Sri Lanka 11.7 12.2 12.2 12.3 13.0 13.9 14.7 15.5 16.3 16.8 15.3
61 Thailand 65.3 67.5 71.8 72.7 74.3 75.8 77.1 78.2 79.6 79.2 73.3
62 Vietnam 21.3 24.0 24.9 25.9 28.1 30.9 33.0 35.0 39.0 43.2 42.0
63 South Africa 102.7 99.9 96.9 95.7 95.3 91.9 94.8 92.9 88.2 88.9 82.7
In [74]:
energy2010to2020 = pd.DataFrame(energy2010to2020 )
energy2010to2020 = energy2010to2020 .melt(id_vars=['Country_name'], var_name='year', value_name='Energy_consumption_per_capita')
print(energy2010to2020)
             Country_name  year  Energy_consumption_per_capita
0                  Canada  2010                          388.8
1                  Mexico  2010                           64.1
2           United States  2010                          300.7
3               Argentina  2010                           79.1
4                  Brazil  2010                           56.0
5                   Chile  2010                           77.9
6                Colombia  2010                           31.8
7                 Ecuador  2010                           36.8
8                    Peru  2010                           28.0
9       Trinidad & Tobago  2010                          633.9
10              Venezuela  2010                          118.2
11                Austria  2010                          175.7
12                Belgium  2010                          252.6
13         Czech Republic  2010                          174.3
14                Finland  2010                          242.8
15                 France  2010                          169.4
16                Germany  2010                          169.6
17                 Greece  2010                          123.1
18                Hungary  2010                           99.8
19                  Italy  2010                          122.6
20            Netherlands  2010                          245.5
21                 Norway  2010                          354.0
22                 Poland  2010                          109.1
23               Portugal  2010                          101.7
24                Romania  2010                           69.4
25                  Spain  2010                          129.5
26                 Sweden  2010                          229.8
27            Switzerland  2010                          157.4
28                 Turkey  2010                           62.2
29                Ukraine  2010                          111.3
30         United Kingdom  2010                          140.5
31             Azerbaijan  2010                           51.9
32                Belarus  2010                          115.6
33             Kazakhstan  2010                          137.5
34     Russian Federation  2010                          195.1
35           Turkmenistan  2010                          176.6
36             Uzbekistan  2010                           66.0
37                   Iran  2010                          118.2
38                   Iraq  2010                           48.8
39                 Israel  2010                          135.0
40                 Kuwait  2010                          472.6
41                   Oman  2010                          284.9
42                  Qatar  2010                          646.7
43           Saudi Arabia  2010                          318.6
44   United Arab Emirates  2010                          409.2
45                Algeria  2010                           43.9
46                  Egypt  2010                           39.2
47                Morocco  2010                           21.6
48              Australia  2010                          240.5
49             Bangladesh  2010                            6.1
50                  China  2010                           76.2
51                  India  2010                           18.2
52              Indonesia  2010                           26.5
53                  Japan  2010                          164.2
54               Malaysia  2010                          118.8
55            New Zealand  2010                          188.9
56               Pakistan  2010                           14.8
57            Philippines  2010                           13.0
58              Singapore  2010                          559.5
59            South Korea  2010                          218.3
60              Sri Lanka  2010                           11.7
61               Thailand  2010                           65.3
62                Vietnam  2010                           21.3
63           South Africa  2010                          102.7
64                 Canada  2011                          398.9
65                 Mexico  2011                           66.2
66          United States  2011                          295.4
67              Argentina  2011                           80.7
68                 Brazil  2011                           58.0
69                  Chile  2011                           83.8
70               Colombia  2011                           32.5
71                Ecuador  2011                           38.4
72                   Peru  2011                           30.7
73      Trinidad & Tobago  2011                          618.8
74              Venezuela  2011                          119.1
75                Austria  2011                          163.7
76                Belgium  2011                          234.2
77         Czech Republic  2011                          169.8
78                Finland  2011                          225.8
79                 France  2011                          161.9
80                Germany  2011                          163.3
81                 Greece  2011                          121.2
82                Hungary  2011                           97.2
83                  Italy  2011                          119.6
84            Netherlands  2011                          234.4
85                 Norway  2011                          354.3
86                 Poland  2011                          109.8
87               Portugal  2011                           97.3
88                Romania  2011                           71.7
89                  Spain  2011                          126.8
90                 Sweden  2011                          225.2
91            Switzerland  2011                          147.6
92                 Turkey  2011                           65.5
93                Ukraine  2011                          115.6
94         United Kingdom  2011                          131.6
95             Azerbaijan  2011                           57.0
96                Belarus  2011                          115.1
97             Kazakhstan  2011                          153.6
98     Russian Federation  2011                          201.2
99           Turkmenistan  2011                          192.7
100            Uzbekistan  2011                           67.4
101                  Iran  2011                          122.1
102                  Iraq  2011                           50.0
103                Israel  2011                          135.6
104                Kuwait  2011                          458.7
105                  Oman  2011                          289.8
106                 Qatar  2011                          686.1
107          Saudi Arabia  2011                          324.9
108  United Arab Emirates  2011                          410.7
109               Algeria  2011                           45.6
110                 Egypt  2011                           39.1
111               Morocco  2011                           22.4
112             Australia  2011                          243.3
113            Bangladesh  2011                            6.6
114                 China  2011                           81.8
115                 India  2011                           19.0
116             Indonesia  2011                           28.1
117                 Japan  2011                          155.8
118              Malaysia  2011                          121.1
119           New Zealand  2011                          187.9
120              Pakistan  2011                           14.4
121           Philippines  2011                           13.0
122             Singapore  2011                          567.1
123           South Korea  2011                          227.5
124             Sri Lanka  2011                           12.2
125              Thailand  2011                           67.5
126               Vietnam  2011                           24.0
127          South Africa  2011                           99.9
128                Canada  2012                          395.5
129                Mexico  2012                           65.7
130         United States  2012                          285.4
131             Argentina  2012                           82.9
132                Brazil  2012                           58.5
133                 Chile  2012                           84.9
134              Colombia  2012                           34.5
135               Ecuador  2012                           39.9
136                  Peru  2012                           31.4
137     Trinidad & Tobago  2012                          605.3
138             Venezuela  2012                          122.8
139               Austria  2012                          170.7
140               Belgium  2012                          223.0
141        Czech Republic  2012                          168.5
142               Finland  2012                          218.5
143                France  2012                          161.0
144               Germany  2012                          165.1
145                Greece  2012                          114.5
146               Hungary  2012                           90.9
147                 Italy  2012                          115.6
148           Netherlands  2012                          225.9
149                Norway  2012                          386.3
150                Poland  2012                          106.6
151              Portugal  2012                           89.3
152               Romania  2012                           69.4
153                 Spain  2012                          126.1
154                Sweden  2012                          236.6
155           Switzerland  2012                          153.8
156                Turkey  2012                           68.4
157               Ukraine  2012                          113.7
158        United Kingdom  2012                          132.1
159            Azerbaijan  2012                           58.0
160               Belarus  2012                          124.3
161            Kazakhstan  2012                          158.7
162    Russian Federation  2012                          201.3
163          Turkmenistan  2012                          206.4
164            Uzbekistan  2012                           65.4
165                  Iran  2012                          121.9
166                  Iraq  2012                           51.2
167                Israel  2012                          139.3
168                Kuwait  2012                          451.1
169                  Oman  2012                          293.5
170                 Qatar  2012                          726.4
171          Saudi Arabia  2012                          334.0
172  United Arab Emirates  2012                          423.2
173               Algeria  2012                           48.9
174                 Egypt  2012                           40.2
175               Morocco  2012                           22.4
176             Australia  2012                          236.5
177            Bangladesh  2012                            6.9
178                 China  2012                           84.6
179                 India  2012                           19.8
180             Indonesia  2012                           29.5
181                 Japan  2012                          154.9
182              Malaysia  2012                          128.3
183           New Zealand  2012                          187.1
184              Pakistan  2012                           13.2
185           Philippines  2012                           13.2
186             Singapore  2012                          558.3
187           South Korea  2012                          228.5
188             Sri Lanka  2012                           12.2
189              Thailand  2012                           71.8
190               Vietnam  2012                           24.9
191          South Africa  2012                           96.9
192                Canada  2013                          400.7
193                Mexico  2013                           65.1
194         United States  2013                          290.9
195             Argentina  2013                           85.2
196                Brazil  2013                           60.2
197                 Chile  2013                           84.9
198              Colombia  2013                           34.4
199               Ecuador  2013                           40.6
200                  Peru  2013                           31.7
201     Trinidad & Tobago  2013                          612.4
202             Venezuela  2013                          122.7
203               Austria  2013                          168.5
204               Belgium  2013                          227.6
205        Czech Republic  2013                          165.0
206               Finland  2013                          218.8
207                France  2013                          161.7
208               Germany  2013                          169.3
209                Greece  2013                          107.8
210               Hungary  2013                           86.5
211                 Italy  2013                          109.7
212           Netherlands  2013                          218.5
213                Norway  2013                          358.0
214                Poland  2013                          107.1
215              Portugal  2013                           98.1
216               Romania  2013                           64.8
217                 Spain  2013                          119.7
218                Sweden  2013                          220.3
219           Switzerland  2013                          155.9
220                Turkey  2013                           66.7
221               Ukraine  2013                          108.0
222        United Kingdom  2013                          130.5
223            Azerbaijan  2013                           58.8
224               Belarus  2013                          109.5
225            Kazakhstan  2013                          157.1
226    Russian Federation  2013                          198.5
227          Turkmenistan  2013                          180.0
228            Uzbekistan  2013                           65.4
229                  Iran  2013                          124.8
230                  Iraq  2013                           53.1
231                Israel  2013                          127.3
232                Kuwait  2013                          438.6
233                  Oman  2013                          304.9
234                 Qatar  2013                          740.3
235          Saudi Arabia  2013                          325.5
236  United Arab Emirates  2013                          443.9
237               Algeria  2013                           50.7
238                 Egypt  2013                           39.0
239               Morocco  2013                           22.7
240             Australia  2013                          235.9
241            Bangladesh  2013                            7.1
242                 China  2013                           87.2
243                 India  2013                           20.3
244             Indonesia  2013                           30.0
245                 Japan  2013                          153.7
246              Malaysia  2013                          132.5
247           New Zealand  2013                          186.2
248              Pakistan  2013                           14.0
249           Philippines  2013                           13.9
250             Singapore  2013                          561.8
251           South Korea  2013                          227.8
252             Sri Lanka  2013                           12.3
253              Thailand  2013                           72.7
254               Vietnam  2013                           25.9
255          South Africa  2013                           95.7
256                Canada  2014                          398.0
257                Mexico  2014                           64.0
258         United States  2014                          291.8
259             Argentina  2014                           84.2
260                Brazil  2014                           61.1
261                 Chile  2014                           82.4
262              Colombia  2014                           35.8
263               Ecuador  2014                           42.0
264                  Peru  2014                           32.2
265     Trinidad & Tobago  2014                          605.4
266             Venezuela  2014                          115.7
267               Austria  2014                          160.4
268               Belgium  2014                          210.2
269        Czech Republic  2014                          161.3
270               Finland  2014                          210.1
271                France  2014                          154.1
272               Germany  2014                          161.6
273                Greece  2014                          101.8
274               Hungary  2014                           86.6
275                 Italy  2014                          103.3
276           Netherlands  2014                          205.7
277                Norway  2014                          363.9
278                Poland  2014                          103.3
279              Portugal  2014                          100.6
280               Romania  2014                           67.5
281                 Spain  2014                          117.9
282                Sweden  2014                          217.5
283           Switzerland  2014                          146.8
284                Turkey  2014                           67.7
285               Ukraine  2014                           95.9
286        United Kingdom  2014                          122.1
287            Azerbaijan  2014                           59.2
288               Belarus  2014                          113.1
289            Kazakhstan  2014                          157.6
290    Russian Federation  2014                          198.5
291          Turkmenistan  2014                          183.1
292            Uzbekistan  2014                           66.4
293                  Iran  2014                          128.9
294                  Iraq  2014                           49.0
295                Israel  2014                          123.2
296                Kuwait  2014                          425.9
297                  Oman  2014                          283.8
298                 Qatar  2014                          759.6
299          Saudi Arabia  2014                          339.4
300  United Arab Emirates  2014                          438.2
301               Algeria  2014                           54.2
302                 Egypt  2014                           38.1
303               Morocco  2014                           22.7
304             Australia  2014                          234.8
305            Bangladesh  2014                            7.3
306                 China  2014                           89.2
307                 India  2014                           21.4
308             Indonesia  2014                           27.5
309                 Japan  2014                          149.9
310              Malaysia  2014                          131.9
311           New Zealand  2014                          192.6
312              Pakistan  2014                           14.2
313           Philippines  2014                           14.4
314             Singapore  2014                          570.5
315           South Korea  2014                          228.6
316             Sri Lanka  2014                           13.0
317              Thailand  2014                           74.3
318               Vietnam  2014                           28.1
319          South Africa  2014                           95.3
320                Canada  2015                          395.9
321                Mexico  2015                           63.1
322         United States  2015                          287.0
323             Argentina  2015                           84.9
324                Brazil  2015                           59.7
325                 Chile  2015                           83.2
326              Colombia  2015                           35.7
327               Ecuador  2015                           41.2
328                  Peru  2015                           33.3
329     Trinidad & Tobago  2015                          584.0
330             Venezuela  2015                          114.1
331               Austria  2015                          159.5
332               Belgium  2015                          211.9
333        Czech Republic  2015                          158.0
334               Finland  2015                          207.9
335                France  2015                          154.4
336               Germany  2015                          163.8
337                Greece  2015                          103.3
338               Hungary  2015                           91.5
339                 Italy  2015                          106.0
340           Netherlands  2015                          208.0
341                Norway  2015                          364.4
342                Poland  2015                          104.5
343              Portugal  2015                           99.2
344               Romania  2015                           68.2
345                 Spain  2015                          119.8
346                Sweden  2015                          222.6
347           Switzerland  2015                          142.0
348                Turkey  2015                           72.9
349               Ukraine  2015                           79.9
350        United Kingdom  2015                          122.7
351            Azerbaijan  2015                           64.0
352               Belarus  2015                          102.7
353            Kazakhstan  2015                          156.1
354    Russian Federation  2015                          194.7
355          Turkmenistan  2015                          215.3
356            Uzbekistan  2015                           62.4
357                  Iran  2015                          126.5
358                  Iraq  2015                           47.3
359                Israel  2015                          128.0
360                Kuwait  2015                          420.9
361                  Oman  2015                          283.1
362                 Qatar  2015                          829.6
363          Saudi Arabia  2015                          341.1
364  United Arab Emirates  2015                          481.9
365               Algeria  2015                           56.0
366                 Egypt  2015                           38.0
367               Morocco  2015                           22.8
368             Australia  2015                          237.0
369            Bangladesh  2015                            8.4
370                 China  2015                           89.9
371                 India  2015                           21.9
372             Indonesia  2015                           27.4
373                 Japan  2015                          147.9
374              Malaysia  2015                          132.0
375           New Zealand  2015                          192.3
376              Pakistan  2015                           14.6
377           Philippines  2015                           15.5
378             Singapore  2015                          599.5
379           South Korea  2015                          231.2
380             Sri Lanka  2015                           13.9
381              Thailand  2015                           75.8
382               Vietnam  2015                           30.9
383          South Africa  2015                           91.9
384                Canada  2016                          387.7
385                Mexico  2016                           63.1
386         United States  2016                          284.7
387             Argentina  2016                           83.5
388                Brazil  2016                           57.7
389                 Chile  2016                           86.2
390              Colombia  2016                           37.1
391               Ecuador  2016                           40.3
392                  Peru  2016                           35.1
393     Trinidad & Tobago  2016                          515.4
394             Venezuela  2016                          100.2
395               Austria  2016                          163.5
396               Belgium  2016                          227.1
397        Czech Republic  2016                          155.6
398               Finland  2016                          210.9
399                France  2016                          151.3
400               Germany  2016                          165.7
401                Greece  2016                          101.7
402               Hungary  2016                           93.8
403                 Italy  2016                          106.3
404           Netherlands  2016                          211.3
405                Norway  2016                          364.5
406                Poland  2016                          109.3
407              Portugal  2016                          106.3
408               Romania  2016                           68.6
409                 Spain  2016                          121.0
410                Sweden  2016                          217.3
411           Switzerland  2016                          132.3
412                Turkey  2016                           75.3
413               Ukraine  2016                           83.9
414        United Kingdom  2016                          120.5
415            Azerbaijan  2016                           62.6
416               Belarus  2016                          102.1
417            Kazakhstan  2016                          152.9
418    Russian Federation  2016                          198.4
419          Turkmenistan  2016                          209.5
420            Uzbekistan  2016                           58.7
421                  Iran  2016                          130.8
422                  Iraq  2016                           52.8
423                Israel  2016                          128.1
424                Kuwait  2016                          408.3
425                  Oman  2016                          270.2
426                 Qatar  2016                          783.2
427          Saudi Arabia  2016                          337.7
428  United Arab Emirates  2016                          495.9
429               Algeria  2016                           54.8
430                 Egypt  2016                           39.1
431               Morocco  2016                           22.7
432             Australia  2016                          234.8
433            Bangladesh  2016                            8.4
434                 China  2016                           91.0
435                 India  2016                           22.6
436             Indonesia  2016                           27.4
437                 Japan  2016                          146.4
438              Malaysia  2016                          137.1
439           New Zealand  2016                          191.7
440              Pakistan  2016                           15.6
441           Philippines  2016                           16.7
442             Singapore  2016                          615.3
443           South Korea  2016                          235.9
444             Sri Lanka  2016                           14.7
445              Thailand  2016                           77.1
446               Vietnam  2016                           33.0
447          South Africa  2016                           94.8
448                Canada  2017                          387.8
449                Mexico  2017                           63.3
450         United States  2017                          283.8
451             Argentina  2017                           82.9
452                Brazil  2017                           57.9
453                 Chile  2017                           85.5
454              Colombia  2017                           37.1
455               Ecuador  2017                           40.9
456                  Peru  2017                           35.4
457     Trinidad & Tobago  2017                          544.4
458             Venezuela  2017                           99.5
459               Austria  2017                          166.0
460               Belgium  2017                          228.2
461        Czech Republic  2017                          162.0
462               Finland  2017                          205.7
463                France  2017                          149.8
464               Germany  2017                          166.7
465                Greece  2017                          107.1
466               Hungary  2017                           98.7
467                 Italy  2017                          107.5
468           Netherlands  2017                          207.5
469                Norway  2017                          362.9
470                Poland  2017                          113.7
471              Portugal  2017                          103.8
472               Romania  2017                           70.4
473                 Spain  2017                          122.5
474                Sweden  2017                          222.8
475           Switzerland  2017                          131.4
476                Turkey  2017                           78.6
477               Ukraine  2017                           78.5
478        United Kingdom  2017                          119.3
479            Azerbaijan  2017                           60.7
480               Belarus  2017                          104.0
481            Kazakhstan  2017                          162.6
482    Russian Federation  2017                          199.3
483          Turkmenistan  2017                          203.9
484            Uzbekistan  2017                           57.9
485                  Iran  2017                          133.8
486                  Iraq  2017                           50.8
487                Israel  2017                          131.7
488                Kuwait  2017                          406.1
489                  Oman  2017                          278.7
490                 Qatar  2017                          740.8
491          Saudi Arabia  2017                          330.2
492  United Arab Emirates  2017                          490.6
493               Algeria  2017                           54.2
494                 Egypt  2017                           39.4
495               Morocco  2017                           23.5
496             Australia  2017                          230.5
497            Bangladesh  2017                            8.6
498                 China  2017                           93.5
499                 India  2017                           23.3
500             Indonesia  2017                           28.2
501                 Japan  2017                          148.3
502              Malaysia  2017                          137.2
503           New Zealand  2017                          193.2
504              Pakistan  2017                           16.2
505           Philippines  2017                           18.1
506             Singapore  2017                          628.8
507           South Korea  2017                          240.1
508             Sri Lanka  2017                           15.5
509              Thailand  2017                           78.2
510               Vietnam  2017                           35.0
511          South Africa  2017                           92.9
512                Canada  2018                          389.4
513                Mexico  2018                           62.1
514         United States  2018                          292.4
515             Argentina  2018                           80.9
516                Brazil  2018                           57.8
517                 Chile  2018                           87.8
518              Colombia  2018                           37.3
519               Ecuador  2018                           42.5
520                  Peru  2018                           36.7
521     Trinidad & Tobago  2018                          513.1
522             Venezuela  2018                           85.6
523               Austria  2018                          160.8
524               Belgium  2018                          225.3
525        Czech Republic  2018                          161.2
526               Finland  2018                          209.5
527                France  2018                          152.1
528               Germany  2018                          161.6
529                Greece  2018                          107.6
530               Hungary  2018                           99.6
531                 Italy  2018                          108.4
532           Netherlands  2018                          206.8
533                Norway  2018                          356.2
534                Poland  2018                          115.1
535              Portugal  2018                          105.8
536               Romania  2018                           72.2
537                 Spain  2018                          124.0
538                Sweden  2018                          216.6
539           Switzerland  2018                          132.3
540                Turkey  2018                           76.4
541               Ukraine  2018                           81.8
542        United Kingdom  2018                          118.4
543            Azerbaijan  2018                           61.9
544               Belarus  2018                          113.2
545            Kazakhstan  2018                          176.8
546    Russian Federation  2018                          206.6
547          Turkmenistan  2018                          223.4
548            Uzbekistan  2018                           59.0
549                  Iran  2018                          139.6
550                  Iraq  2018                           52.0
551                Israel  2018                          129.9
552                Kuwait  2018                          398.4
553                  Oman  2018                          283.9
554                 Qatar  2018                          639.7
555          Saudi Arabia  2018                          315.9
556  United Arab Emirates  2018                          476.7
557               Algeria  2018                           57.2
558                 Egypt  2018                           39.2
559               Morocco  2018                           24.0
560             Australia  2018                          228.8
561            Bangladesh  2018                            9.1
562                 China  2018                           96.4
563                 India  2018                           24.5
564             Indonesia  2018                           30.1
565                 Japan  2018                          147.8
566              Malaysia  2018                          137.3
567           New Zealand  2018                          191.1
568              Pakistan  2018                           16.4
569           Philippines  2018                           18.3
570             Singapore  2018                          626.3
571           South Korea  2018                          242.9
572             Sri Lanka  2018                           16.3
573              Thailand  2018                           79.6
574               Vietnam  2018                           39.0
575          South Africa  2018                           88.2
576                Canada  2019                          386.3
577                Mexico  2019                           59.2
578         United States  2019                          288.4
579             Argentina  2019                           75.5
580                Brazil  2019                           58.9
581                 Chile  2019                           88.9
582              Colombia  2019                           37.9
583               Ecuador  2019                           42.8
584                  Peru  2019                           36.5
585     Trinidad & Tobago  2019                          509.5
586             Venezuela  2019                           68.4
587               Austria  2019                          167.2
588               Belgium  2019                          231.2
589        Czech Republic  2019                          158.9
590               Finland  2019                          203.4
591                France  2019                          148.5
592               Germany  2019                          156.3
593                Greece  2019                          113.9
594               Hungary  2019                          101.2
595                 Italy  2019                          106.5
596           Netherlands  2019                          205.4
597                Norway  2019                          330.6
598                Poland  2019                          111.8
599              Portugal  2019                          100.9
600               Romania  2019                           71.1
601                 Spain  2019                          119.7
602                Sweden  2019                          223.4
603           Switzerland  2019                          136.9
604                Turkey  2019                           78.0
605               Ukraine  2019                           77.7
606        United Kingdom  2019                          114.4
607            Azerbaijan  2019                           64.5
608               Belarus  2019                          111.5
609            Kazakhstan  2019                          169.8
610    Russian Federation  2019                          204.9
611          Turkmenistan  2019                          240.1
612            Uzbekistan  2019                           58.2
613                  Iran  2019                          144.4
614                  Iraq  2019                           55.9
615                Israel  2019                          132.5
616                Kuwait  2019                          396.6
617                  Oman  2019                          279.5
618                 Qatar  2019                          679.7
619          Saudi Arabia  2019                          311.7
620  United Arab Emirates  2019                          466.0
621               Algeria  2019                           58.1
622                 Egypt  2019                           38.5
623               Morocco  2019                           25.9
624             Australia  2019                          233.2
625            Bangladesh  2019                           10.1
626                 China  2019                           99.1
627                 India  2019                           24.8
628             Indonesia  2019                           32.0
629                 Japan  2019                          144.8
630              Malaysia  2019                          138.7
631           New Zealand  2019                          194.4
632              Pakistan  2019                           16.2
633           Philippines  2019                           18.6
634             Singapore  2019                          607.8
635           South Korea  2019                          239.1
636             Sri Lanka  2019                           16.8
637              Thailand  2019                           79.2
638               Vietnam  2019                           43.2
639          South Africa  2019                           88.9
640                Canada  2020                          361.1
641                Mexico  2020                           50.2
642         United States  2020                          265.2
643             Argentina  2020                           69.7
644                Brazil  2020                           56.5
645                 Chile  2020                           84.1
646              Colombia  2020                           34.7
647               Ecuador  2020                           36.6
648                  Peru  2020                           30.2
649     Trinidad & Tobago  2020                          445.7
650             Venezuela  2020                           50.7
651               Austria  2020                          153.6
652               Belgium  2020                          189.0
653        Czech Republic  2020                          143.6
654               Finland  2020                          197.9
655                France  2020                          133.3
656               Germany  2020                          144.6
657                Greece  2020                           96.0
658               Hungary  2020                          100.2
659                 Italy  2020                           97.0
660           Netherlands  2020                          196.8
661                Norway  2020                          356.0
662                Poland  2020                          106.0
663              Portugal  2020                           91.5
664               Romania  2020                           69.2
665                 Spain  2020                          106.3
666                Sweden  2020                          217.8
667           Switzerland  2020                          124.5
668                Turkey  2020                           74.6
669               Ukraine  2020                           75.8
670        United Kingdom  2020                          101.6
671            Azerbaijan  2020                           61.3
672               Belarus  2020                          103.9
673            Kazakhstan  2020                          165.4
674    Russian Federation  2020                          194.0
675          Turkmenistan  2020                          232.7
676            Uzbekistan  2020                           56.0
677                  Iran  2020                          143.2
678                  Iraq  2020                           51.3
679                Israel  2020                          121.0
680                Kuwait  2020                          352.9
681                  Oman  2020                          268.2
682                 Qatar  2020                          594.2
683          Saudi Arabia  2020                          303.3
684  United Arab Emirates  2020                          423.7
685               Algeria  2020                           52.4
686                 Egypt  2020                           35.6
687               Morocco  2020                           23.8
688             Australia  2020                          218.4
689            Bangladesh  2020                            9.7
690                 China  2020                          101.1
691                 India  2020                           23.2
692             Indonesia  2020                           29.6
693                 Japan  2020                          134.7
694              Malaysia  2020                          127.1
695           New Zealand  2020                          174.3
696              Pakistan  2020                           15.7
697           Philippines  2020                           16.7
698             Singapore  2020                          583.9
699           South Korea  2020                          229.9
700             Sri Lanka  2020                           15.3
701              Thailand  2020                           73.3
702               Vietnam  2020                           42.0
703          South Africa  2020                           82.7

1.2 Web API¶

- Resource: World Bank¶

- Data: GDP per Capita, CO2 per Capita, Forest Area, Population 2010-2020¶

In [75]:
from IPython.core.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
C:\Users\lpxue\AppData\Local\Temp\ipykernel_19860\3777615979.py:1: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display
  from IPython.core.display import display, HTML
In [76]:
indicator =  'EN.ATM.CO2E.PC?date=2010:2020'
url = "http://api.worldbank.org/v2/countries/all/indicators/%s&format=json&per_page=5000" % indicator
response = requests.get(url)
result = response.content
result = json.loads(result)
worldbank_CO2 = pd.DataFrame.from_dict(result[1])
worldbank_CO2['country'] = worldbank_CO2[['country']].applymap(lambda x : x['value'])
worldbank_CO2.country.unique()
worldbank_CO2 = worldbank_CO2[['country', 'countryiso3code', 'date', 'value']]
worldbank_CO2.columns = ['Country_name', 'Countrycode', 'year', 'CO2_per_capita']
worldbank_CO2
Out[76]:
Country_name Countrycode year CO2_per_capita
0 Africa Eastern and Southern AFE 2020 0.795420
1 Africa Eastern and Southern AFE 2019 0.915294
2 Africa Eastern and Southern AFE 2018 0.921453
3 Africa Eastern and Southern AFE 2017 0.933874
4 Africa Eastern and Southern AFE 2016 0.941337
5 Africa Eastern and Southern AFE 2015 0.960430
6 Africa Eastern and Southern AFE 2014 1.013758
7 Africa Eastern and Southern AFE 2013 1.001154
8 Africa Eastern and Southern AFE 2012 0.989585
9 Africa Eastern and Southern AFE 2011 0.976840
10 Africa Eastern and Southern AFE 2010 1.017488
11 Africa Western and Central AFW 2020 0.463150
12 Africa Western and Central AFW 2019 0.490837
13 Africa Western and Central AFW 2018 0.475817
14 Africa Western and Central AFW 2017 0.465166
15 Africa Western and Central AFW 2016 0.479775
16 Africa Western and Central AFW 2015 0.475577
17 Africa Western and Central AFW 2014 0.493505
18 Africa Western and Central AFW 2013 0.481623
19 Africa Western and Central AFW 2012 0.452101
20 Africa Western and Central AFW 2011 0.451578
21 Africa Western and Central AFW 2010 0.447817
22 Arab World ARB 2020 3.929078
23 Arab World ARB 2019 4.181158
24 Arab World ARB 2018 4.222333
25 Arab World ARB 2017 4.350684
26 Arab World ARB 2016 4.402999
27 Arab World ARB 2015 4.450525
28 Arab World ARB 2014 4.439511
29 Arab World ARB 2013 4.386231
30 Arab World ARB 2012 4.401209
31 Arab World ARB 2011 4.209484
32 Arab World ARB 2010 4.208453
33 Caribbean small states CSS 2020 4.402688
34 Caribbean small states CSS 2019 5.066605
35 Caribbean small states CSS 2018 5.125870
36 Caribbean small states CSS 2017 4.971950
37 Caribbean small states CSS 2016 5.123422
38 Caribbean small states CSS 2015 5.437587
39 Caribbean small states CSS 2014 5.582121
40 Caribbean small states CSS 2013 5.672399
41 Caribbean small states CSS 2012 5.518165
42 Caribbean small states CSS 2011 5.630149
43 Caribbean small states CSS 2010 5.468180
44 Central Europe and the Baltics CEB 2020 5.857206
45 Central Europe and the Baltics CEB 2019 6.285364
46 Central Europe and the Baltics CEB 2018 6.616508
47 Central Europe and the Baltics CEB 2017 6.658388
48 Central Europe and the Baltics CEB 2016 6.376606
49 Central Europe and the Baltics CEB 2015 6.244133
50 Central Europe and the Baltics CEB 2014 6.139710
51 Central Europe and the Baltics CEB 2013 6.323538
52 Central Europe and the Baltics CEB 2012 6.564899
53 Central Europe and the Baltics CEB 2011 6.810707
54 Central Europe and the Baltics CEB 2010 6.784218
55 Early-demographic dividend EAR 2020 2.016857
56 Early-demographic dividend EAR 2019 2.203393
57 Early-demographic dividend EAR 2018 2.241995
58 Early-demographic dividend EAR 2017 2.218401
59 Early-demographic dividend EAR 2016 2.166772
60 Early-demographic dividend EAR 2015 2.160722
61 Early-demographic dividend EAR 2014 2.172532
62 Early-demographic dividend EAR 2013 2.097092
63 Early-demographic dividend EAR 2012 2.103237
64 Early-demographic dividend EAR 2011 2.034438
65 Early-demographic dividend EAR 2010 1.988005
66 East Asia & Pacific EAS 2020 6.221888
67 East Asia & Pacific EAS 2019 6.246453
68 East Asia & Pacific EAS 2018 6.166087
69 East Asia & Pacific EAS 2017 5.960076
70 East Asia & Pacific EAS 2016 5.864094
71 East Asia & Pacific EAS 2015 5.888063
72 East Asia & Pacific EAS 2014 5.987349
73 East Asia & Pacific EAS 2013 6.010373
74 East Asia & Pacific EAS 2012 5.857653
75 East Asia & Pacific EAS 2011 5.752542
76 East Asia & Pacific EAS 2010 5.367569
77 East Asia & Pacific (excluding high income) EAP 2020 5.982246
78 East Asia & Pacific (excluding high income) EAP 2019 5.951407
79 East Asia & Pacific (excluding high income) EAP 2018 5.831680
80 East Asia & Pacific (excluding high income) EAP 2017 5.578365
81 East Asia & Pacific (excluding high income) EAP 2016 5.467821
82 East Asia & Pacific (excluding high income) EAP 2015 5.490442
83 East Asia & Pacific (excluding high income) EAP 2014 5.590427
84 East Asia & Pacific (excluding high income) EAP 2013 5.575948
85 East Asia & Pacific (excluding high income) EAP 2012 5.401485
86 East Asia & Pacific (excluding high income) EAP 2011 5.299682
87 East Asia & Pacific (excluding high income) EAP 2010 4.902680
88 East Asia & Pacific (IDA & IBRD countries) TEA 2020 6.031170
89 East Asia & Pacific (IDA & IBRD countries) TEA 2019 5.998371
90 East Asia & Pacific (IDA & IBRD countries) TEA 2018 5.879714
91 East Asia & Pacific (IDA & IBRD countries) TEA 2017 5.621201
92 East Asia & Pacific (IDA & IBRD countries) TEA 2016 5.522085
93 East Asia & Pacific (IDA & IBRD countries) TEA 2015 5.546539
94 East Asia & Pacific (IDA & IBRD countries) TEA 2014 5.644795
95 East Asia & Pacific (IDA & IBRD countries) TEA 2013 5.632025
96 East Asia & Pacific (IDA & IBRD countries) TEA 2012 5.450025
97 East Asia & Pacific (IDA & IBRD countries) TEA 2011 5.347773
98 East Asia & Pacific (IDA & IBRD countries) TEA 2010 4.938335
99 Euro area EMU 2020 5.397825
100 Euro area EMU 2019 6.047473
101 Euro area EMU 2018 6.363281
102 Euro area EMU 2017 6.542313
103 Euro area EMU 2016 6.545927
104 Euro area EMU 2015 6.564651
105 Euro area EMU 2014 6.445446
106 Euro area EMU 2013 6.830642
107 Euro area EMU 2012 6.998146
108 Euro area EMU 2011 7.101089
109 Euro area EMU 2010 7.349038
110 Europe & Central Asia ECS 2020 6.116715
111 Europe & Central Asia ECS 2019 6.557131
112 Europe & Central Asia ECS 2018 6.734357
113 Europe & Central Asia ECS 2017 6.746232
114 Europe & Central Asia ECS 2016 6.698063
115 Europe & Central Asia ECS 2015 6.698998
116 Europe & Central Asia ECS 2014 6.762496
117 Europe & Central Asia ECS 2013 7.107362
118 Europe & Central Asia ECS 2012 7.292913
119 Europe & Central Asia ECS 2011 7.399038
120 Europe & Central Asia ECS 2010 7.399863
121 Europe & Central Asia (excluding high income) ECA 2020 7.075708
122 Europe & Central Asia (excluding high income) ECA 2019 7.329478
123 Europe & Central Asia (excluding high income) ECA 2018 7.344913
124 Europe & Central Asia (excluding high income) ECA 2017 7.177088
125 Europe & Central Asia (excluding high income) ECA 2016 7.059362
126 Europe & Central Asia (excluding high income) ECA 2015 7.020077
127 Europe & Central Asia (excluding high income) ECA 2014 7.246556
128 Europe & Central Asia (excluding high income) ECA 2013 7.532727
129 Europe & Central Asia (excluding high income) ECA 2012 7.720035
130 Europe & Central Asia (excluding high income) ECA 2011 7.860238
131 Europe & Central Asia (excluding high income) ECA 2010 7.493479
132 Europe & Central Asia (IDA & IBRD countries) TEC 2020 6.924813
133 Europe & Central Asia (IDA & IBRD countries) TEC 2019 7.189000
134 Europe & Central Asia (IDA & IBRD countries) TEC 2018 7.238844
135 Europe & Central Asia (IDA & IBRD countries) TEC 2017 7.093049
136 Europe & Central Asia (IDA & IBRD countries) TEC 2016 6.953000
137 Europe & Central Asia (IDA & IBRD countries) TEC 2015 6.895617
138 Europe & Central Asia (IDA & IBRD countries) TEC 2014 7.075619
139 Europe & Central Asia (IDA & IBRD countries) TEC 2013 7.350255
140 Europe & Central Asia (IDA & IBRD countries) TEC 2012 7.542709
141 Europe & Central Asia (IDA & IBRD countries) TEC 2011 7.685558
142 Europe & Central Asia (IDA & IBRD countries) TEC 2010 7.361746
143 European Union EUU 2020 5.506070
144 European Union EUU 2019 6.101852
145 European Union EUU 2018 6.415939
146 European Union EUU 2017 6.571147
147 European Union EUU 2016 6.525933
148 European Union EUU 2015 6.517123
149 European Union EUU 2014 6.402090
150 European Union EUU 2013 6.744306
151 European Union EUU 2012 6.934679
152 European Union EUU 2011 7.081678
153 European Union EUU 2010 7.282944
154 Fragile and conflict affected situations FCS 2020 0.775011
155 Fragile and conflict affected situations FCS 2019 0.892138
156 Fragile and conflict affected situations FCS 2018 0.925113
157 Fragile and conflict affected situations FCS 2017 0.913743
158 Fragile and conflict affected situations FCS 2016 0.943720
159 Fragile and conflict affected situations FCS 2015 0.951757
160 Fragile and conflict affected situations FCS 2014 1.071827
161 Fragile and conflict affected situations FCS 2013 1.126579
162 Fragile and conflict affected situations FCS 2012 1.134949
163 Fragile and conflict affected situations FCS 2011 1.112796
164 Fragile and conflict affected situations FCS 2010 1.135165
165 Heavily indebted poor countries (HIPC) HPC 2020 0.268471
166 Heavily indebted poor countries (HIPC) HPC 2019 0.289114
167 Heavily indebted poor countries (HIPC) HPC 2018 0.279928
168 Heavily indebted poor countries (HIPC) HPC 2017 0.275768
169 Heavily indebted poor countries (HIPC) HPC 2016 0.273931
170 Heavily indebted poor countries (HIPC) HPC 2015 0.267560
171 Heavily indebted poor countries (HIPC) HPC 2014 0.258271
172 Heavily indebted poor countries (HIPC) HPC 2013 0.250634
173 Heavily indebted poor countries (HIPC) HPC 2012 0.245731
174 Heavily indebted poor countries (HIPC) HPC 2011 0.239230
175 Heavily indebted poor countries (HIPC) HPC 2010 0.227472
176 High income 2020 8.749965
177 High income 2019 9.597279
178 High income 2018 9.923941
179 High income 2017 9.955496
180 High income 2016 10.067645
181 High income 2015 10.203247
182 High income 2014 10.294485
183 High income 2013 10.520093
184 High income 2012 10.504752
185 High income 2011 10.685107
186 High income 2010 10.917085
187 IBRD only IBD 2020 4.304956
188 IBRD only IBD 2019 4.440980
189 IBRD only IBD 2018 4.424634
190 IBRD only IBD 2017 4.293761
191 IBRD only IBD 2016 4.228779
192 IBRD only IBD 2015 4.253476
193 IBRD only IBD 2014 4.340477
194 IBRD only IBD 2013 4.332775
195 IBRD only IBD 2012 4.259546
196 IBRD only IBD 2011 4.178292
197 IBRD only IBD 2010 3.952520
198 IDA & IBRD total IBT 2020 3.298918
199 IDA & IBRD total IBT 2019 3.418785
200 IDA & IBRD total IBT 2018 3.417162
201 IDA & IBRD total IBT 2017 3.329160
202 IDA & IBRD total IBT 2016 3.284206
203 IDA & IBRD total IBT 2015 3.304426
204 IDA & IBRD total IBT 2014 3.377852
205 IDA & IBRD total IBT 2013 3.377336
206 IDA & IBRD total IBT 2012 3.329449
207 IDA & IBRD total IBT 2011 3.280032
208 IDA & IBRD total IBT 2010 3.116408
209 IDA blend IDB 2020 0.798613
210 IDA blend IDB 2019 0.839321
211 IDA blend IDB 2018 0.841235
212 IDA blend IDB 2017 0.860389
213 IDA blend IDB 2016 0.840294
214 IDA blend IDB 2015 0.806681
215 IDA blend IDB 2014 0.822665
216 IDA blend IDB 2013 0.817049
217 IDA blend IDB 2012 0.801174
218 IDA blend IDB 2011 0.847605
219 IDA blend IDB 2010 0.845712
220 IDA only IDX 2020 0.377941
221 IDA only IDX 2019 0.403989
222 IDA only IDX 2018 0.401070
223 IDA only IDX 2017 0.386612
224 IDA only IDX 2016 0.363940
225 IDA only IDX 2015 0.341514
226 IDA only IDX 2014 0.336121
227 IDA only IDX 2013 0.325061
228 IDA only IDX 2012 0.330849
229 IDA only IDX 2011 0.330038
230 IDA only IDX 2010 0.322044
231 IDA total IDA 2020 0.517184
232 IDA total IDA 2019 0.548328
233 IDA total IDA 2018 0.547297
234 IDA total IDA 2017 0.544303
235 IDA total IDA 2016 0.522850
236 IDA total IDA 2015 0.497056
237 IDA total IDA 2014 0.499037
238 IDA total IDA 2013 0.489904
239 IDA total IDA 2012 0.488487
240 IDA total IDA 2011 0.503542
241 IDA total IDA 2010 0.497425
242 Late-demographic dividend LTE 2020 6.683855
243 Late-demographic dividend LTE 2019 6.697597
244 Late-demographic dividend LTE 2018 6.595127
245 Late-demographic dividend LTE 2017 6.375140
246 Late-demographic dividend LTE 2016 6.279862
247 Late-demographic dividend LTE 2015 6.315799
248 Late-demographic dividend LTE 2014 6.429300
249 Late-demographic dividend LTE 2013 6.467284
250 Late-demographic dividend LTE 2012 6.298430
251 Late-demographic dividend LTE 2011 6.200323
252 Late-demographic dividend LTE 2010 5.796535
253 Latin America & Caribbean LCN 2020 2.210611
254 Latin America & Caribbean LCN 2019 2.511554
255 Latin America & Caribbean LCN 2018 2.553937
256 Latin America & Caribbean LCN 2017 2.660075
257 Latin America & Caribbean LCN 2016 2.724731
258 Latin America & Caribbean LCN 2015 2.817383
259 Latin America & Caribbean LCN 2014 2.863165
260 Latin America & Caribbean LCN 2013 2.878862
261 Latin America & Caribbean LCN 2012 2.836071
262 Latin America & Caribbean LCN 2011 2.745604
263 Latin America & Caribbean LCN 2010 2.667140
264 Latin America & Caribbean (excluding high income) LAC 2020 2.112545
265 Latin America & Caribbean (excluding high income) LAC 2019 2.362844
266 Latin America & Caribbean (excluding high income) LAC 2018 2.384924
267 Latin America & Caribbean (excluding high income) LAC 2017 2.486043
268 Latin America & Caribbean (excluding high income) LAC 2016 2.535947
269 Latin America & Caribbean (excluding high income) LAC 2015 2.614646
270 Latin America & Caribbean (excluding high income) LAC 2014 2.639996
271 Latin America & Caribbean (excluding high income) LAC 2013 2.636526
272 Latin America & Caribbean (excluding high income) LAC 2012 2.589658
273 Latin America & Caribbean (excluding high income) LAC 2011 2.527890
274 Latin America & Caribbean (excluding high income) LAC 2010 2.446084
275 Latin America & the Caribbean (IDA & IBRD coun... TLA 2020 2.221906
276 Latin America & the Caribbean (IDA & IBRD coun... TLA 2019 2.529702
277 Latin America & the Caribbean (IDA & IBRD coun... TLA 2018 2.569292
278 Latin America & the Caribbean (IDA & IBRD coun... TLA 2017 2.680728
279 Latin America & the Caribbean (IDA & IBRD coun... TLA 2016 2.746130
280 Latin America & the Caribbean (IDA & IBRD coun... TLA 2015 2.838107
281 Latin America & the Caribbean (IDA & IBRD coun... TLA 2014 2.889229
282 Latin America & the Caribbean (IDA & IBRD coun... TLA 2013 2.901367
283 Latin America & the Caribbean (IDA & IBRD coun... TLA 2012 2.858693
284 Latin America & the Caribbean (IDA & IBRD coun... TLA 2011 2.768261
285 Latin America & the Caribbean (IDA & IBRD coun... TLA 2010 2.687456
286 Least developed countries: UN classification LDC 2020 0.327344
287 Least developed countries: UN classification LDC 2019 0.353816
288 Least developed countries: UN classification LDC 2018 0.351312
289 Least developed countries: UN classification LDC 2017 0.340306
290 Least developed countries: UN classification LDC 2016 0.321375
291 Least developed countries: UN classification LDC 2015 0.301372
292 Least developed countries: UN classification LDC 2014 0.296456
293 Least developed countries: UN classification LDC 2013 0.282084
294 Least developed countries: UN classification LDC 2012 0.265095
295 Least developed countries: UN classification LDC 2011 0.258922
296 Least developed countries: UN classification LDC 2010 0.249283
297 Low & middle income LMY 2020 3.264621
298 Low & middle income LMY 2019 3.375565
299 Low & middle income LMY 2018 3.368286
300 Low & middle income LMY 2017 3.277735
301 Low & middle income LMY 2016 3.228409
302 Low & middle income LMY 2015 3.247651
303 Low & middle income LMY 2014 3.320846
304 Low & middle income LMY 2013 3.315520
305 Low & middle income LMY 2012 3.265756
306 Low & middle income LMY 2011 3.216384
307 Low & middle income LMY 2010 3.053585
308 Low income 2020 0.269341
309 Low income 2019 0.294711
310 Low income 2018 0.290268
311 Low income 2017 0.291585
312 Low income 2016 0.249648
313 Low income 2015 0.248471
314 Low income 2014 0.282727
315 Low income 2013 0.280145
316 Low income 2012 0.315320
317 Low income 2011 0.346184
318 Low income 2010 0.384135
319 Lower middle income 2020 1.546117
320 Lower middle income 2019 1.665768
321 Lower middle income 2018 1.683221
322 Lower middle income 2017 1.624199
323 Lower middle income 2016 1.583105
324 Lower middle income 2015 1.555548
325 Lower middle income 2014 1.568248
326 Lower middle income 2013 1.508235
327 Lower middle income 2012 1.486155
328 Lower middle income 2011 1.436674
329 Lower middle income 2010 1.396224
330 Middle East & North Africa MEA 2020 5.033818
331 Middle East & North Africa MEA 2019 5.301363
332 Middle East & North Africa MEA 2018 5.376392
333 Middle East & North Africa MEA 2017 5.496269
334 Middle East & North Africa MEA 2016 5.516449
335 Middle East & North Africa MEA 2015 5.569144
336 Middle East & North Africa MEA 2014 5.603894
337 Middle East & North Africa MEA 2013 5.537263
338 Middle East & North Africa MEA 2012 5.537316
339 Middle East & North Africa MEA 2011 5.351498
340 Middle East & North Africa MEA 2010 5.348411
341 Middle East & North Africa (excluding high inc... MNA 2020 3.329056
342 Middle East & North Africa (excluding high inc... MNA 2019 3.552494
343 Middle East & North Africa (excluding high inc... MNA 2018 3.639014
344 Middle East & North Africa (excluding high inc... MNA 2017 3.631327
345 Middle East & North Africa (excluding high inc... MNA 2016 3.550860
346 Middle East & North Africa (excluding high inc... MNA 2015 3.569643
347 Middle East & North Africa (excluding high inc... MNA 2014 3.669135
348 Middle East & North Africa (excluding high inc... MNA 2013 3.654674
349 Middle East & North Africa (excluding high inc... MNA 2012 3.642762
350 Middle East & North Africa (excluding high inc... MNA 2011 3.541494
351 Middle East & North Africa (excluding high inc... MNA 2010 3.588406
352 Middle East & North Africa (IDA & IBRD countries) TMN 2020 3.368344
353 Middle East & North Africa (IDA & IBRD countries) TMN 2019 3.594046
354 Middle East & North Africa (IDA & IBRD countries) TMN 2018 3.681235
355 Middle East & North Africa (IDA & IBRD countries) TMN 2017 3.673111
356 Middle East & North Africa (IDA & IBRD countries) TMN 2016 3.591594
357 Middle East & North Africa (IDA & IBRD countries) TMN 2015 3.610414
358 Middle East & North Africa (IDA & IBRD countries) TMN 2014 3.710907
359 Middle East & North Africa (IDA & IBRD countries) TMN 2013 3.696149
360 Middle East & North Africa (IDA & IBRD countries) TMN 2012 3.683920
361 Middle East & North Africa (IDA & IBRD countries) TMN 2011 3.581252
362 Middle East & North Africa (IDA & IBRD countries) TMN 2010 3.628421
363 Middle income MIC 2020 3.604249
364 Middle income MIC 2019 3.718555
365 Middle income MIC 2018 3.704929
366 Middle income MIC 2017 3.599013
367 Middle income MIC 2016 3.543927
368 Middle income MIC 2015 3.560634
369 Middle income MIC 2014 3.633671
370 Middle income MIC 2013 3.624159
371 Middle income MIC 2012 3.561905
372 Middle income MIC 2011 3.500222
373 Middle income MIC 2010 3.313363
374 North America NAC 2020 13.088837
375 North America NAC 2019 14.709793
376 North America NAC 2018 15.262019
377 North America NAC 2017 14.893768
378 North America NAC 2016 15.174494
379 North America NAC 2015 15.566170
380 North America NAC 2014 16.019064
381 North America NAC 2013 16.081186
382 North America NAC 2012 15.781555
383 North America NAC 2011 16.540954
384 North America NAC 2010 17.266308
385 Not classified 2020 NaN
386 Not classified 2019 NaN
387 Not classified 2018 NaN
388 Not classified 2017 NaN
389 Not classified 2016 NaN
390 Not classified 2015 NaN
391 Not classified 2014 NaN
392 Not classified 2013 NaN
393 Not classified 2012 NaN
394 Not classified 2011 NaN
395 Not classified 2010 NaN
396 OECD members OED 2020 7.718907
397 OECD members OED 2019 8.520508
398 OECD members OED 2018 8.845460
399 OECD members OED 2017 8.878580
400 OECD members OED 2016 8.952525
401 OECD members OED 2015 9.060044
402 OECD members OED 2014 9.164973
403 OECD members OED 2013 9.402241
404 OECD members OED 2012 9.414819
405 OECD members OED 2011 9.607591
406 OECD members OED 2010 9.833355
407 Other small states OSS 2020 5.610562
408 Other small states OSS 2019 5.907094
409 Other small states OSS 2018 6.061552
410 Other small states OSS 2017 6.177301
411 Other small states OSS 2016 6.230073
412 Other small states OSS 2015 6.234226
413 Other small states OSS 2014 6.430822
414 Other small states OSS 2013 6.283558
415 Other small states OSS 2012 6.207735
416 Other small states OSS 2011 6.124166
417 Other small states OSS 2010 5.897833
418 Pacific island small states PSS 2020 0.848521
419 Pacific island small states PSS 2019 1.166845
420 Pacific island small states PSS 2018 1.153402
421 Pacific island small states PSS 2017 1.127336
422 Pacific island small states PSS 2016 1.072905
423 Pacific island small states PSS 2015 1.093761
424 Pacific island small states PSS 2014 1.104224
425 Pacific island small states PSS 2013 1.051210
426 Pacific island small states PSS 2012 1.011450
427 Pacific island small states PSS 2011 1.042761
428 Pacific island small states PSS 2010 1.074867
429 Post-demographic dividend PST 2020 8.551706
430 Post-demographic dividend PST 2019 9.443542
431 Post-demographic dividend PST 2018 9.802729
432 Post-demographic dividend PST 2017 9.773058
433 Post-demographic dividend PST 2016 9.897699
434 Post-demographic dividend PST 2015 10.040145
435 Post-demographic dividend PST 2014 10.213679
436 Post-demographic dividend PST 2013 10.495813
437 Post-demographic dividend PST 2012 10.477631
438 Post-demographic dividend PST 2011 10.712276
439 Post-demographic dividend PST 2010 10.970799
440 Pre-demographic dividend PRE 2020 0.477025
441 Pre-demographic dividend PRE 2019 0.528942
442 Pre-demographic dividend PRE 2018 0.511820
443 Pre-demographic dividend PRE 2017 0.502601
444 Pre-demographic dividend PRE 2016 0.501719
445 Pre-demographic dividend PRE 2015 0.494322
446 Pre-demographic dividend PRE 2014 0.503899
447 Pre-demographic dividend PRE 2013 0.502683
448 Pre-demographic dividend PRE 2012 0.477038
449 Pre-demographic dividend PRE 2011 0.465767
450 Pre-demographic dividend PRE 2010 0.455614
451 Small states SST 2020 5.110111
452 Small states SST 2019 5.471941
453 Small states SST 2018 5.597048
454 Small states SST 2017 5.653121
455 Small states SST 2016 5.712614
456 Small states SST 2015 5.769475
457 Small states SST 2014 5.939662
458 Small states SST 2013 5.838170
459 Small states SST 2012 5.745894
460 Small states SST 2011 5.704188
461 Small states SST 2010 5.504514
462 South Asia SAS 2020 1.337791
463 South Asia SAS 2019 1.478650
464 South Asia SAS 2018 1.516961
465 South Asia SAS 2017 1.453867
466 South Asia SAS 2016 1.393034
467 South Asia SAS 2015 1.370958
468 South Asia SAS 2014 1.370498
469 South Asia SAS 2013 1.278157
470 South Asia SAS 2012 1.257016
471 South Asia SAS 2011 1.179343
472 South Asia SAS 2010 1.131311
473 South Asia (IDA & IBRD) TSA 2020 1.337791
474 South Asia (IDA & IBRD) TSA 2019 1.478650
475 South Asia (IDA & IBRD) TSA 2018 1.516961
476 South Asia (IDA & IBRD) TSA 2017 1.453867
477 South Asia (IDA & IBRD) TSA 2016 1.393034
478 South Asia (IDA & IBRD) TSA 2015 1.370958
479 South Asia (IDA & IBRD) TSA 2014 1.370498
480 South Asia (IDA & IBRD) TSA 2013 1.278157
481 South Asia (IDA & IBRD) TSA 2012 1.257016
482 South Asia (IDA & IBRD) TSA 2011 1.179343
483 South Asia (IDA & IBRD) TSA 2010 1.131311
484 Sub-Saharan Africa SSF 2020 0.660876
485 Sub-Saharan Africa SSF 2019 0.743359
486 Sub-Saharan Africa SSF 2018 0.740880
487 Sub-Saharan Africa SSF 2017 0.743930
488 Sub-Saharan Africa SSF 2016 0.754344
489 Sub-Saharan Africa SSF 2015 0.763984
490 Sub-Saharan Africa SSF 2014 0.802872
491 Sub-Saharan Africa SSF 2013 0.790532
492 Sub-Saharan Africa SSF 2012 0.771661
493 Sub-Saharan Africa SSF 2011 0.763961
494 Sub-Saharan Africa SSF 2010 0.786758
495 Sub-Saharan Africa (excluding high income) SSA 2020 0.660413
496 Sub-Saharan Africa (excluding high income) SSA 2019 0.742893
497 Sub-Saharan Africa (excluding high income) SSA 2018 0.740394
498 Sub-Saharan Africa (excluding high income) SSA 2017 0.743461
499 Sub-Saharan Africa (excluding high income) SSA 2016 0.753867
500 Sub-Saharan Africa (excluding high income) SSA 2015 0.763559
501 Sub-Saharan Africa (excluding high income) SSA 2014 0.802482
502 Sub-Saharan Africa (excluding high income) SSA 2013 0.790174
503 Sub-Saharan Africa (excluding high income) SSA 2012 0.771278
504 Sub-Saharan Africa (excluding high income) SSA 2011 0.763584
505 Sub-Saharan Africa (excluding high income) SSA 2010 0.786334
506 Sub-Saharan Africa (IDA & IBRD countries) TSS 2020 0.660876
507 Sub-Saharan Africa (IDA & IBRD countries) TSS 2019 0.743359
508 Sub-Saharan Africa (IDA & IBRD countries) TSS 2018 0.740880
509 Sub-Saharan Africa (IDA & IBRD countries) TSS 2017 0.743930
510 Sub-Saharan Africa (IDA & IBRD countries) TSS 2016 0.754344
511 Sub-Saharan Africa (IDA & IBRD countries) TSS 2015 0.763984
512 Sub-Saharan Africa (IDA & IBRD countries) TSS 2014 0.802872
513 Sub-Saharan Africa (IDA & IBRD countries) TSS 2013 0.790532
514 Sub-Saharan Africa (IDA & IBRD countries) TSS 2012 0.771661
515 Sub-Saharan Africa (IDA & IBRD countries) TSS 2011 0.763961
516 Sub-Saharan Africa (IDA & IBRD countries) TSS 2010 0.786758
517 Upper middle income 2020 5.923960
518 Upper middle income 2019 6.012487
519 Upper middle income 2018 5.947017
520 Upper middle income 2017 5.773008
521 Upper middle income 2016 5.687045
522 Upper middle income 2015 5.735859
523 Upper middle income 2014 5.857718
524 Upper middle income 2013 5.885588
525 Upper middle income 2012 5.764482
526 Upper middle income 2011 5.673918
527 Upper middle income 2010 5.315663
528 World WLD 2020 4.292269
529 World WLD 2019 4.582573
530 World WLD 2018 4.642145
531 World WLD 2017 4.578381
532 World WLD 2016 4.558579
533 World WLD 2015 4.601684
534 World WLD 2014 4.682408
535 World WLD 2013 4.719666
536 World WLD 2012 4.685377
537 World WLD 2011 4.689469
538 World WLD 2010 4.604869
539 Afghanistan AFG 2020 0.223479
540 Afghanistan AFG 2019 0.297564
541 Afghanistan AFG 2018 0.299083
542 Afghanistan AFG 2017 0.281196
543 Afghanistan AFG 2016 0.268359
544 Afghanistan AFG 2015 0.297972
545 Afghanistan AFG 2014 0.283692
546 Afghanistan AFG 2013 0.298088
547 Afghanistan AFG 2012 0.335061
548 Afghanistan AFG 2011 0.408965
549 Afghanistan AFG 2010 0.304230
550 Albania ALB 2020 1.544550
551 Albania ALB 2019 1.749462
552 Albania ALB 2018 1.854642
553 Albania ALB 2017 1.880557
554 Albania ALB 2016 1.590069
555 Albania ALB 2015 1.665219
556 Albania ALB 2014 1.795712
557 Albania ALB 2013 1.656390
558 Albania ALB 2012 1.565921
559 Albania ALB 2011 1.768109
560 Albania ALB 2010 1.642762
561 Algeria DZA 2020 3.718223
562 Algeria DZA 2019 3.994402
563 Algeria DZA 2018 3.924299
564 Algeria DZA 2017 3.833681
565 Algeria DZA 2016 3.833834
566 Algeria DZA 2015 3.951961
567 Algeria DZA 2014 3.811521
568 Algeria DZA 2013 3.658469
569 Algeria DZA 2012 3.621368
570 Algeria DZA 2011 3.305233
571 Algeria DZA 2010 3.184357
572 American Samoa ASM 2020 NaN
573 American Samoa ASM 2019 NaN
574 American Samoa ASM 2018 NaN
575 American Samoa ASM 2017 NaN
576 American Samoa ASM 2016 NaN
577 American Samoa ASM 2015 NaN
578 American Samoa ASM 2014 NaN
579 American Samoa ASM 2013 NaN
580 American Samoa ASM 2012 NaN
581 American Samoa ASM 2011 NaN
582 American Samoa ASM 2010 NaN
583 Andorra AND 2020 5.777148
584 Andorra AND 2019 6.287204
585 Andorra AND 2018 6.594057
586 Andorra AND 2017 6.302098
587 Andorra AND 2016 6.465288
588 Andorra AND 2015 6.485769
589 Andorra AND 2014 6.445931
590 Andorra AND 2013 6.674233
591 Andorra AND 2012 6.862293
592 Andorra AND 2011 6.957586
593 Andorra AND 2010 7.223591
594 Angola AGO 2020 0.592743
595 Angola AGO 2019 0.753638
596 Angola AGO 2018 0.755828
597 Angola AGO 2017 0.829723
598 Angola AGO 2016 1.012552
599 Angola AGO 2015 1.125185
600 Angola AGO 2014 1.091497
601 Angola AGO 2013 1.031044
602 Angola AGO 2012 0.947583
603 Angola AGO 2011 0.983787
604 Angola AGO 2010 0.975917
605 Antigua and Barbuda ATG 2020 5.121730
606 Antigua and Barbuda ATG 2019 5.525582
607 Antigua and Barbuda ATG 2018 5.550826
608 Antigua and Barbuda ATG 2017 5.488427
609 Antigua and Barbuda ATG 2016 5.526479
610 Antigua and Barbuda ATG 2015 5.450240
611 Antigua and Barbuda ATG 2014 5.340894
612 Antigua and Barbuda ATG 2013 5.343684
613 Antigua and Barbuda ATG 2012 5.359628
614 Antigua and Barbuda ATG 2011 5.258910
615 Antigua and Barbuda ATG 2010 5.435556
616 Argentina ARG 2020 3.405618
617 Argentina ARG 2019 3.742030
618 Argentina ARG 2018 3.975651
619 Argentina ARG 2017 4.070112
620 Argentina ARG 2016 4.201816
621 Argentina ARG 2015 4.301914
622 Argentina ARG 2014 4.209112
623 Argentina ARG 2013 4.342250
624 Argentina ARG 2012 4.264111
625 Argentina ARG 2011 4.281028
626 Argentina ARG 2010 4.099844
627 Armenia ARM 2020 2.404684
628 Armenia ARM 2019 2.196552
629 Armenia ARM 2018 2.013779
630 Armenia ARM 2017 1.883396
631 Armenia ARM 2016 1.767966
632 Armenia ARM 2015 1.856253
633 Armenia ARM 2014 1.895894
634 Armenia ARM 2013 1.896163
635 Armenia ARM 2012 1.961453
636 Armenia ARM 2011 1.685606
637 Armenia ARM 2010 1.471883
638 Aruba ABW 2020 NaN
639 Aruba ABW 2019 NaN
640 Aruba ABW 2018 NaN
641 Aruba ABW 2017 NaN
642 Aruba ABW 2016 NaN
643 Aruba ABW 2015 NaN
644 Aruba ABW 2014 NaN
645 Aruba ABW 2013 NaN
646 Aruba ABW 2012 NaN
647 Aruba ABW 2011 NaN
648 Aruba ABW 2010 NaN
649 Australia AUS 2020 14.776137
650 Australia AUS 2019 15.599045
651 Australia AUS 2018 15.865714
652 Australia AUS 2017 16.149150
653 Australia AUS 2016 16.320331
654 Australia AUS 2015 16.198458
655 Australia AUS 2014 16.155745
656 Australia AUS 2013 16.794588
657 Australia AUS 2012 17.405618
658 Australia AUS 2011 17.656055
659 Australia AUS 2010 17.973752
660 Austria AUT 2020 6.632646
661 Austria AUT 2019 7.263331
662 Austria AUT 2018 7.141140
663 Austria AUT 2017 7.487037
664 Austria AUT 2016 7.290777
665 Austria AUT 2015 7.318860
666 Austria AUT 2014 7.260931
667 Austria AUT 2013 7.754018
668 Austria AUT 2012 7.723852
669 Austria AUT 2011 8.136190
670 Austria AUT 2010 8.365625
671 Azerbaijan AZE 2020 3.398850
672 Azerbaijan AZE 2019 3.543495
673 Azerbaijan AZE 2018 3.292641
674 Azerbaijan AZE 2017 3.243038
675 Azerbaijan AZE 2016 3.303958
676 Azerbaijan AZE 2015 3.292795
677 Azerbaijan AZE 2014 3.381556
678 Azerbaijan AZE 2013 3.285574
679 Azerbaijan AZE 2012 3.239167
680 Azerbaijan AZE 2011 2.974148
681 Azerbaijan AZE 2010 2.685112
682 Bahamas, The BHS 2020 6.042251
683 Bahamas, The BHS 2019 6.482894
684 Bahamas, The BHS 2018 6.955358
685 Bahamas, The BHS 2017 5.438825
686 Bahamas, The BHS 2016 5.153595
687 Bahamas, The BHS 2015 5.621128
688 Bahamas, The BHS 2014 6.473141
689 Bahamas, The BHS 2013 7.274472
690 Bahamas, The BHS 2012 6.266800
691 Bahamas, The BHS 2011 5.775896
692 Bahamas, The BHS 2010 5.302835
693 Bahrain BHR 2020 21.976908
694 Bahrain BHR 2019 22.063355
695 Bahrain BHR 2018 20.737962
696 Bahrain BHR 2017 20.946038
697 Bahrain BHR 2016 21.495310
698 Bahrain BHR 2015 22.385625
699 Bahrain BHR 2014 23.096571
700 Bahrain BHR 2013 22.868842
701 Bahrain BHR 2012 22.184125
702 Bahrain BHR 2011 21.465303
703 Bahrain BHR 2010 21.394807
704 Bangladesh BGD 2020 0.510648
705 Bangladesh BGD 2019 0.559734
706 Bangladesh BGD 2018 0.586158
707 Bangladesh BGD 2017 0.541788
708 Bangladesh BGD 2016 0.507739
709 Bangladesh BGD 2015 0.463517
710 Bangladesh BGD 2014 0.425189
711 Bangladesh BGD 2013 0.408788
712 Bangladesh BGD 2012 0.387829
713 Bangladesh BGD 2011 0.361557
714 Bangladesh BGD 2010 0.340233
715 Barbados BRB 2020 3.904871
716 Barbados BRB 2019 4.166143
717 Barbados BRB 2018 4.541382
718 Barbados BRB 2017 4.226450
719 Barbados BRB 2016 4.632243
720 Barbados BRB 2015 4.565435
721 Barbados BRB 2014 4.620189
722 Barbados BRB 2013 5.199176
723 Barbados BRB 2012 5.313671
724 Barbados BRB 2011 5.503909
725 Barbados BRB 2010 5.392940
726 Belarus BLR 2020 5.842407
727 Belarus BLR 2019 6.123427
728 Belarus BLR 2018 6.279579
729 Belarus BLR 2017 5.946407
730 Belarus BLR 2016 5.829464
731 Belarus BLR 2015 5.799689
732 Belarus BLR 2014 6.290068
733 Belarus BLR 2013 6.342249
734 Belarus BLR 2012 6.323630
735 Belarus BLR 2011 6.164447
736 Belarus BLR 2010 6.478781
737 Belgium BEL 2020 7.398131
738 Belgium BEL 2019 8.093791
739 Belgium BEL 2018 8.184367
740 Belgium BEL 2017 8.139439
741 Belgium BEL 2016 8.310660
742 Belgium BEL 2015 8.434837
743 Belgium BEL 2014 8.061552
744 Belgium BEL 2013 8.651947
745 Belgium BEL 2012 8.578030
746 Belgium BEL 2011 8.741248
747 Belgium BEL 2010 9.808816
748 Belize BLZ 2020 1.741108
749 Belize BLZ 2019 1.892083
750 Belize BLZ 2018 1.648930
751 Belize BLZ 2017 1.716338
752 Belize BLZ 2016 1.773147
753 Belize BLZ 2015 1.875950
754 Belize BLZ 2014 1.372841
755 Belize BLZ 2013 1.326997
756 Belize BLZ 2012 1.380470
757 Belize BLZ 2011 1.740012
758 Belize BLZ 2010 1.649147
759 Benin BEN 2020 0.631205
760 Benin BEN 2019 0.608237
761 Benin BEN 2018 0.636814
762 Benin BEN 2017 0.592941
763 Benin BEN 2016 0.598486
764 Benin BEN 2015 0.503586
765 Benin BEN 2014 0.488571
766 Benin BEN 2013 0.453635
767 Benin BEN 2012 0.443845
768 Benin BEN 2011 0.478349
769 Benin BEN 2010 0.510824
770 Bermuda BMU 2020 NaN
771 Bermuda BMU 2019 NaN
772 Bermuda BMU 2018 NaN
773 Bermuda BMU 2017 NaN
774 Bermuda BMU 2016 NaN
775 Bermuda BMU 2015 NaN
776 Bermuda BMU 2014 NaN
777 Bermuda BMU 2013 NaN
778 Bermuda BMU 2012 NaN
779 Bermuda BMU 2011 NaN
780 Bermuda BMU 2010 NaN
781 Bhutan BTN 2020 1.340054
782 Bhutan BTN 2019 1.867201
783 Bhutan BTN 2018 1.908290
784 Bhutan BTN 2017 1.731866
785 Bhutan BTN 2016 1.638389
786 Bhutan BTN 2015 1.402040
787 Bhutan BTN 2014 1.374877
788 Bhutan BTN 2013 1.245732
789 Bhutan BTN 2012 1.156356
790 Bhutan BTN 2011 1.043274
791 Bhutan BTN 2010 0.699034
792 Bolivia BOL 2020 1.539465
793 Bolivia BOL 2019 1.853462
794 Bolivia BOL 2018 1.885188
795 Bolivia BOL 2017 1.891315
796 Bolivia BOL 2016 1.893694
797 Bolivia BOL 2015 1.803674
798 Bolivia BOL 2014 1.784219
799 Bolivia BOL 2013 1.686988
800 Bolivia BOL 2012 1.604682
801 Bolivia BOL 2011 1.538219
802 Bolivia BOL 2010 1.438111
803 Bosnia and Herzegovina BIH 2020 6.312306
804 Bosnia and Herzegovina BIH 2019 6.285664
805 Bosnia and Herzegovina BIH 2018 6.651454
806 Bosnia and Herzegovina BIH 2017 6.596663
807 Bosnia and Herzegovina BIH 2016 6.422491
808 Bosnia and Herzegovina BIH 2015 5.569579
809 Bosnia and Herzegovina BIH 2014 5.462455
810 Bosnia and Herzegovina BIH 2013 6.039376
811 Bosnia and Herzegovina BIH 2012 5.976583
812 Bosnia and Herzegovina BIH 2011 6.341785
813 Bosnia and Herzegovina BIH 2010 5.468911
814 Botswana BWA 2020 2.263463
815 Botswana BWA 2019 2.879663
816 Botswana BWA 2018 3.288471
817 Botswana BWA 2017 3.054955
818 Botswana BWA 2016 2.818087
819 Botswana BWA 2015 3.014836
820 Botswana BWA 2014 3.091925
821 Botswana BWA 2013 2.445133
822 Botswana BWA 2012 1.569503
823 Botswana BWA 2011 1.819714
824 Botswana BWA 2010 1.611970
825 Brazil BRA 2020 1.942523
826 Brazil BRA 2019 2.050770
827 Brazil BRA 2018 2.064261
828 Brazil BRA 2017 2.185487
829 Brazil BRA 2016 2.161260
830 Brazil BRA 2015 2.365361
831 Brazil BRA 2014 2.514592
832 Brazil BRA 2013 2.413447
833 Brazil BRA 2012 2.271418
834 Brazil BRA 2011 2.110628
835 Brazil BRA 2010 2.026606
836 British Virgin Islands VGB 2020 NaN
837 British Virgin Islands VGB 2019 NaN
838 British Virgin Islands VGB 2018 NaN
839 British Virgin Islands VGB 2017 NaN
840 British Virgin Islands VGB 2016 NaN
841 British Virgin Islands VGB 2015 NaN
842 British Virgin Islands VGB 2014 NaN
843 British Virgin Islands VGB 2013 NaN
844 British Virgin Islands VGB 2012 NaN
845 British Virgin Islands VGB 2011 NaN
846 British Virgin Islands VGB 2010 NaN
847 Brunei Darussalam BRN 2020 21.705812
848 Brunei Darussalam BRN 2019 16.111933
849 Brunei Darussalam BRN 2018 17.362310
850 Brunei Darussalam BRN 2017 16.943078
851 Brunei Darussalam BRN 2016 16.358212
852 Brunei Darussalam BRN 2015 15.180679
853 Brunei Darussalam BRN 2014 16.993155
854 Brunei Darussalam BRN 2013 17.509752
855 Brunei Darussalam BRN 2012 17.951032
856 Brunei Darussalam BRN 2011 18.262990
857 Brunei Darussalam BRN 2010 18.105658
858 Bulgaria BGR 2020 4.923280
859 Bulgaria BGR 2019 5.613710
860 Bulgaria BGR 2018 5.821777
861 Bulgaria BGR 2017 6.202011
862 Bulgaria BGR 2016 5.834419
863 Bulgaria BGR 2015 6.207378
864 Bulgaria BGR 2014 5.821534
865 Bulgaria BGR 2013 5.459060
866 Bulgaria BGR 2012 6.162577
867 Bulgaria BGR 2011 6.754952
868 Bulgaria BGR 2010 6.049625
869 Burkina Faso BFA 2020 0.253533
870 Burkina Faso BFA 2019 0.269502
871 Burkina Faso BFA 2018 0.252428
872 Burkina Faso BFA 2017 0.233174
873 Burkina Faso BFA 2016 0.207403
874 Burkina Faso BFA 2015 0.203109
875 Burkina Faso BFA 2014 0.164944
876 Burkina Faso BFA 2013 0.167098
877 Burkina Faso BFA 2012 0.157359
878 Burkina Faso BFA 2011 0.132533
879 Burkina Faso BFA 2010 0.129945
880 Burundi BDI 2020 0.058384
881 Burundi BDI 2019 0.059571
882 Burundi BDI 2018 0.057850
883 Burundi BDI 2017 0.047429
884 Burundi BDI 2016 0.040538
885 Burundi BDI 2015 0.034194
886 Burundi BDI 2014 0.034760
887 Burundi BDI 2013 0.036100
888 Burundi BDI 2012 0.037180
889 Burundi BDI 2011 0.037998
890 Burundi BDI 2010 0.035424
891 Cabo Verde CPV 2020 1.065152
892 Cabo Verde CPV 2019 1.069615
893 Cabo Verde CPV 2018 1.041138
894 Cabo Verde CPV 2017 1.034952
895 Cabo Verde CPV 2016 0.972253
896 Cabo Verde CPV 2015 0.905344
897 Cabo Verde CPV 2014 0.909031
898 Cabo Verde CPV 2013 0.929733
899 Cabo Verde CPV 2012 0.984520
900 Cabo Verde CPV 2011 1.074460
901 Cabo Verde CPV 2010 1.037390
902 Cambodia KHM 2020 1.137584
903 Cambodia KHM 2019 1.116330
904 Cambodia KHM 2018 0.845897
905 Cambodia KHM 2017 0.799744
906 Cambodia KHM 2016 0.708268
907 Cambodia KHM 2015 0.546949
908 Cambodia KHM 2014 0.456728
909 Cambodia KHM 2013 0.382515
910 Cambodia KHM 2012 0.383718
911 Cambodia KHM 2011 0.368035
912 Cambodia KHM 2010 0.357906
913 Cameroon CMR 2020 0.374783
914 Cameroon CMR 2019 0.370692
915 Cameroon CMR 2018 0.388794
916 Cameroon CMR 2017 0.372071
917 Cameroon CMR 2016 0.378494
918 Cameroon CMR 2015 0.369371
919 Cameroon CMR 2014 0.368742
920 Cameroon CMR 2013 0.347934
921 Cameroon CMR 2012 0.326478
922 Cameroon CMR 2011 0.332610
923 Cameroon CMR 2010 0.352872
924 Canada CAN 2020 13.599375
925 Canada CAN 2019 15.052747
926 Canada CAN 2018 15.636654
927 Canada CAN 2017 15.547195
928 Canada CAN 2016 15.421823
929 Canada CAN 2015 15.649907
930 Canada CAN 2014 15.852177
931 Canada CAN 2013 15.840810
932 Canada CAN 2012 15.736824
933 Canada CAN 2011 15.998272
934 Canada CAN 2010 15.794538
935 Cayman Islands CYM 2020 NaN
936 Cayman Islands CYM 2019 NaN
937 Cayman Islands CYM 2018 NaN
938 Cayman Islands CYM 2017 NaN
939 Cayman Islands CYM 2016 NaN
940 Cayman Islands CYM 2015 NaN
941 Cayman Islands CYM 2014 NaN
942 Cayman Islands CYM 2013 NaN
943 Cayman Islands CYM 2012 NaN
944 Cayman Islands CYM 2011 NaN
945 Cayman Islands CYM 2010 NaN
946 Central African Republic CAF 2020 0.044282
947 Central African Republic CAF 2019 0.045188
948 Central African Republic CAF 2018 0.044968
949 Central African Republic CAF 2017 0.044509
950 Central African Republic CAF 2016 0.042087
951 Central African Republic CAF 2015 0.038263
952 Central African Republic CAF 2014 0.027174
953 Central African Republic CAF 2013 0.025112
954 Central African Republic CAF 2012 0.041313
955 Central African Republic CAF 2011 0.041040
956 Central African Republic CAF 2010 0.037510
957 Chad TCD 2020 0.094228
958 Chad TCD 2019 0.098196
959 Chad TCD 2018 0.099806
960 Chad TCD 2017 0.098649
961 Chad TCD 2016 0.100727
962 Chad TCD 2015 0.104563
963 Chad TCD 2014 0.108278
964 Chad TCD 2013 0.112528
965 Chad TCD 2012 0.096726
966 Chad TCD 2011 0.081481
967 Chad TCD 2010 0.100044
968 Channel Islands CHI 2020 NaN
969 Channel Islands CHI 2019 NaN
970 Channel Islands CHI 2018 NaN
971 Channel Islands CHI 2017 NaN
972 Channel Islands CHI 2016 NaN
973 Channel Islands CHI 2015 NaN
974 Channel Islands CHI 2014 NaN
975 Channel Islands CHI 2013 NaN
976 Channel Islands CHI 2012 NaN
977 Channel Islands CHI 2011 NaN
978 Channel Islands CHI 2010 NaN
979 Chile CHL 2020 4.395151
980 Chile CHL 2019 4.827620
981 Chile CHL 2018 4.629657
982 Chile CHL 2017 4.743802
983 Chile CHL 2016 4.783526
984 Chile CHL 2015 4.603236
985 Chile CHL 2014 4.328593
986 Chile CHL 2013 4.740083
987 Chile CHL 2012 4.521603
988 Chile CHL 2011 4.452801
989 Chile CHL 2010 4.101884
990 China CHN 2020 7.756138
991 China CHN 2019 7.645436
992 China CHN 2018 7.533193
993 China CHN 2017 7.226160
994 China CHN 2016 7.105480
995 China CHN 2015 7.145132
996 China CHN 2014 7.304713
997 China CHN 2013 7.320155
998 China CHN 2012 7.045200
999 China CHN 2011 6.901347
1000 China CHN 2010 6.335420
1001 Colombia COL 2020 1.552259
1002 Colombia COL 2019 1.577820
1003 Colombia COL 2018 1.610392
1004 Colombia COL 2017 1.565075
1005 Colombia COL 2016 1.753796
1006 Colombia COL 2015 1.719390
1007 Colombia COL 2014 1.715821
1008 Colombia COL 2013 1.680988
1009 Colombia COL 2012 1.533846
1010 Colombia COL 2011 1.539898
1011 Colombia COL 2010 1.431318
1012 Comoros COM 2020 0.407112
1013 Comoros COM 2019 0.412397
1014 Comoros COM 2018 0.389920
1015 Comoros COM 2017 0.366303
1016 Comoros COM 2016 0.292000
1017 Comoros COM 2015 0.254582
1018 Comoros COM 2014 0.240550
1019 Comoros COM 2013 0.274810
1020 Comoros COM 2012 0.233875
1021 Comoros COM 2011 0.223857
1022 Comoros COM 2010 0.255783
1023 Congo, Dem. Rep. COD 2020 0.032585
1024 Congo, Dem. Rep. COD 2019 0.033715
1025 Congo, Dem. Rep. COD 2018 0.032311
1026 Congo, Dem. Rep. COD 2017 0.033755
1027 Congo, Dem. Rep. COD 2016 0.029732
1028 Congo, Dem. Rep. COD 2015 0.041082
1029 Congo, Dem. Rep. COD 2014 0.067549
1030 Congo, Dem. Rep. COD 2013 0.053900
1031 Congo, Dem. Rep. COD 2012 0.039822
1032 Congo, Dem. Rep. COD 2011 0.043943
1033 Congo, Dem. Rep. COD 2010 0.039974
1034 Congo, Rep. COG 2020 1.254592
1035 Congo, Rep. COG 2019 1.257662
1036 Congo, Rep. COG 2018 1.142589
1037 Congo, Rep. COG 2017 1.017762
1038 Congo, Rep. COG 2016 1.059916
1039 Congo, Rep. COG 2015 1.116621
1040 Congo, Rep. COG 2014 1.046561
1041 Congo, Rep. COG 2013 1.100153
1042 Congo, Rep. COG 2012 1.116160
1043 Congo, Rep. COG 2011 1.174458
1044 Congo, Rep. COG 2010 1.222058
1045 Costa Rica CRI 2020 1.359996
1046 Costa Rica CRI 2019 1.564824
1047 Costa Rica CRI 2018 1.620121
1048 Costa Rica CRI 2017 1.636716
1049 Costa Rica CRI 2016 1.619528
1050 Costa Rica CRI 2015 1.539842
1051 Costa Rica CRI 2014 1.616811
1052 Costa Rica CRI 2013 1.623425
1053 Costa Rica CRI 2012 1.572164
1054 Costa Rica CRI 2011 1.587803
1055 Costa Rica CRI 2010 1.537238
1056 Cote d'Ivoire CIV 2020 0.406347
1057 Cote d'Ivoire CIV 2019 0.414528
1058 Cote d'Ivoire CIV 2018 0.399890
1059 Cote d'Ivoire CIV 2017 0.425137
1060 Cote d'Ivoire CIV 2016 0.396203
1061 Cote d'Ivoire CIV 2015 0.415553
1062 Cote d'Ivoire CIV 2014 0.399943
1063 Cote d'Ivoire CIV 2013 0.386857
1064 Cote d'Ivoire CIV 2012 0.365172
1065 Cote d'Ivoire CIV 2011 0.283742
1066 Cote d'Ivoire CIV 2010 0.300691
1067 Croatia HRV 2020 3.860705
1068 Croatia HRV 2019 4.064519
1069 Croatia HRV 2018 4.020066
1070 Croatia HRV 2017 4.220577
1071 Croatia HRV 2016 4.042978
1072 Croatia HRV 2015 3.949539
1073 Croatia HRV 2014 3.830795
1074 Croatia HRV 2013 3.997144
1075 Croatia HRV 2012 4.077976
1076 Croatia HRV 2011 4.445055
1077 Croatia HRV 2010 4.529771
1078 Cuba CUB 2020 2.152770
1079 Cuba CUB 2019 2.157741
1080 Cuba CUB 2018 2.354699
1081 Cuba CUB 2017 2.314781
1082 Cuba CUB 2016 2.396083
1083 Cuba CUB 2015 2.575844
1084 Cuba CUB 2014 2.354133
1085 Cuba CUB 2013 2.549971
1086 Cuba CUB 2012 2.536932
1087 Cuba CUB 2011 2.441544
1088 Cuba CUB 2010 2.489722
1089 Curacao CUW 2020 NaN
1090 Curacao CUW 2019 NaN
1091 Curacao CUW 2018 NaN
1092 Curacao CUW 2017 NaN
1093 Curacao CUW 2016 NaN
1094 Curacao CUW 2015 NaN
1095 Curacao CUW 2014 NaN
1096 Curacao CUW 2013 NaN
1097 Curacao CUW 2012 NaN
1098 Curacao CUW 2011 NaN
1099 Curacao CUW 2010 NaN
1100 Cyprus CYP 2020 5.471998
1101 Cyprus CYP 2019 5.851879
1102 Cyprus CYP 2018 5.906151
1103 Cyprus CYP 2017 6.091071
1104 Cyprus CYP 2016 6.026642
1105 Cyprus CYP 2015 5.771090
1106 Cyprus CYP 2014 5.787450
1107 Cyprus CYP 2013 5.508034
1108 Cyprus CYP 2012 6.137878
1109 Cyprus CYP 2011 6.667272
1110 Cyprus CYP 2010 6.991677
1111 Czechia CZE 2020 8.304017
1112 Czechia CZE 2019 9.156118
1113 Czechia CZE 2018 9.664628
1114 Czechia CZE 2017 9.773987
1115 Czechia CZE 2016 9.747754
1116 Czechia CZE 2015 9.592920
1117 Czechia CZE 2014 9.497131
1118 Czechia CZE 2013 9.787677
1119 Czechia CZE 2012 10.210484
1120 Czechia CZE 2011 10.596338
1121 Czechia CZE 2010 10.899669
1122 Denmark DNK 2020 4.691237
1123 Denmark DNK 2019 5.107386
1124 Denmark DNK 2018 5.718913
1125 Denmark DNK 2017 5.756134
1126 Denmark DNK 2016 6.169734
1127 Denmark DNK 2015 5.930325
1128 Denmark DNK 2014 6.347153
1129 Denmark DNK 2013 7.116863
1130 Denmark DNK 2012 6.834608
1131 Denmark DNK 2011 7.736728
1132 Denmark DNK 2010 8.674757
1133 Djibouti DJI 2020 0.392329
1134 Djibouti DJI 2019 0.398764
1135 Djibouti DJI 2018 0.392453
1136 Djibouti DJI 2017 0.387798
1137 Djibouti DJI 2016 0.386480
1138 Djibouti DJI 2015 0.443772
1139 Djibouti DJI 2014 0.406607
1140 Djibouti DJI 2013 0.575033
1141 Djibouti DJI 2012 0.516192
1142 Djibouti DJI 2011 0.506933
1143 Djibouti DJI 2010 0.564731
1144 Dominica DMA 2020 2.261268
1145 Dominica DMA 2019 2.437419
1146 Dominica DMA 2018 2.333988
1147 Dominica DMA 2017 2.352172
1148 Dominica DMA 2016 2.604352
1149 Dominica DMA 2015 2.584027
1150 Dominica DMA 2014 2.594744
1151 Dominica DMA 2013 2.490591
1152 Dominica DMA 2012 2.424225
1153 Dominica DMA 2011 2.212621
1154 Dominica DMA 2010 2.508908
1155 Dominican Republic DOM 2020 2.080182
1156 Dominican Republic DOM 2019 2.368634
1157 Dominican Republic DOM 2018 2.356224
1158 Dominican Republic DOM 2017 2.211962
1159 Dominican Republic DOM 2016 2.336099
1160 Dominican Republic DOM 2015 2.267046
1161 Dominican Republic DOM 2014 2.086215
1162 Dominican Republic DOM 2013 2.095805
1163 Dominican Republic DOM 2012 2.161475
1164 Dominican Republic DOM 2011 2.111718
1165 Dominican Republic DOM 2010 2.115519
1166 Ecuador ECU 2020 1.957575
1167 Ecuador ECU 2019 2.285055
1168 Ecuador ECU 2018 2.366830
1169 Ecuador ECU 2017 2.308764
1170 Ecuador ECU 2016 2.420481
1171 Ecuador ECU 2015 2.555603
1172 Ecuador ECU 2014 2.619452
1173 Ecuador ECU 2013 2.525035
1174 Ecuador ECU 2012 2.395078
1175 Ecuador ECU 2011 2.434523
1176 Ecuador ECU 2010 2.485326
1177 Egypt, Arab Rep. EGY 2020 1.961123
1178 Egypt, Arab Rep. EGY 2019 2.063161
1179 Egypt, Arab Rep. EGY 2018 2.294016
1180 Egypt, Arab Rep. EGY 2017 2.402416
1181 Egypt, Arab Rep. EGY 2016 2.359353
1182 Egypt, Arab Rep. EGY 2015 2.315542
1183 Egypt, Arab Rep. EGY 2014 2.292246
1184 Egypt, Arab Rep. EGY 2013 2.290225
1185 Egypt, Arab Rep. EGY 2012 2.356423
1186 Egypt, Arab Rep. EGY 2011 2.306807
1187 Egypt, Arab Rep. EGY 2010 2.295791
1188 El Salvador SLV 2020 1.013280
1189 El Salvador SLV 2019 1.259941
1190 El Salvador SLV 2018 1.090587
1191 El Salvador SLV 2017 1.012486
1192 El Salvador SLV 2016 1.139923
1193 El Salvador SLV 2015 1.123018
1194 El Salvador SLV 2014 1.061627
1195 El Salvador SLV 2013 1.043675
1196 El Salvador SLV 2012 1.099056
1197 El Salvador SLV 2011 1.104500
1198 El Salvador SLV 2010 1.069539
1199 Equatorial Guinea GNQ 2020 2.725731
1200 Equatorial Guinea GNQ 2019 3.139989
1201 Equatorial Guinea GNQ 2018 3.374296
1202 Equatorial Guinea GNQ 2017 3.701194
1203 Equatorial Guinea GNQ 2016 4.167551
1204 Equatorial Guinea GNQ 2015 4.078924
1205 Equatorial Guinea GNQ 2014 4.591320
1206 Equatorial Guinea GNQ 2013 4.815341
1207 Equatorial Guinea GNQ 2012 4.916826
1208 Equatorial Guinea GNQ 2011 5.319906
1209 Equatorial Guinea GNQ 2010 5.525507
1210 Eritrea ERI 2020 0.198658
1211 Eritrea ERI 2019 0.199267
1212 Eritrea ERI 2018 0.196699
1213 Eritrea ERI 2017 0.171175
1214 Eritrea ERI 2016 0.172496
1215 Eritrea ERI 2015 0.170928
1216 Eritrea ERI 2014 0.178196
1217 Eritrea ERI 2013 0.178812
1218 Eritrea ERI 2012 0.192259
1219 Eritrea ERI 2011 0.185776
1220 Eritrea ERI 2010 0.159782
1221 Estonia EST 2020 5.338400
1222 Estonia EST 2019 7.582120
1223 Estonia EST 2018 11.888936
1224 Estonia EST 2017 12.732430
1225 Estonia EST 2016 12.089467
1226 Estonia EST 2015 10.929773
1227 Estonia EST 2014 13.384783
1228 Estonia EST 2013 14.299350
1229 Estonia EST 2012 12.844221
1230 Estonia EST 2011 13.938569
1231 Estonia EST 2010 13.894666
1232 Eswatini SWZ 2020 0.972088
1233 Eswatini SWZ 2019 0.999903
1234 Eswatini SWZ 2018 0.952924
1235 Eswatini SWZ 2017 0.960404
1236 Eswatini SWZ 2016 0.976785
1237 Eswatini SWZ 2015 0.895906
1238 Eswatini SWZ 2014 0.868133
1239 Eswatini SWZ 2013 0.855749
1240 Eswatini SWZ 2012 0.725453
1241 Eswatini SWZ 2011 0.737219
1242 Eswatini SWZ 2010 0.772056
1243 Ethiopia ETH 2020 0.154432
1244 Ethiopia ETH 2019 0.155169
1245 Ethiopia ETH 2018 0.153230
1246 Ethiopia ETH 2017 0.146790
1247 Ethiopia ETH 2016 0.144807
1248 Ethiopia ETH 2015 0.127316
1249 Ethiopia ETH 2014 0.125220
1250 Ethiopia ETH 2013 0.104968
1251 Ethiopia ETH 2012 0.090618
1252 Ethiopia ETH 2011 0.082244
1253 Ethiopia ETH 2010 0.072539
1254 Faroe Islands FRO 2020 NaN
1255 Faroe Islands FRO 2019 NaN
1256 Faroe Islands FRO 2018 NaN
1257 Faroe Islands FRO 2017 NaN
1258 Faroe Islands FRO 2016 NaN
1259 Faroe Islands FRO 2015 NaN
1260 Faroe Islands FRO 2014 NaN
1261 Faroe Islands FRO 2013 NaN
1262 Faroe Islands FRO 2012 NaN
1263 Faroe Islands FRO 2011 NaN
1264 Faroe Islands FRO 2010 NaN
1265 Fiji FJI 2020 1.117096
1266 Fiji FJI 2019 1.517205
1267 Fiji FJI 2018 1.509473
1268 Fiji FJI 2017 1.448392
1269 Fiji FJI 2016 1.305137
1270 Fiji FJI 2015 1.377889
1271 Fiji FJI 2014 1.325528
1272 Fiji FJI 2013 1.167986
1273 Fiji FJI 2012 1.090489
1274 Fiji FJI 2011 1.162321
1275 Fiji FJI 2010 1.244298
1276 Finland FIN 2020 6.570145
1277 Finland FIN 2019 7.423040
1278 Finland FIN 2018 8.049188
1279 Finland FIN 2017 7.809319
1280 Finland FIN 2016 8.316248
1281 Finland FIN 2015 7.813698
1282 Finland FIN 2014 8.452183
1283 Finland FIN 2013 9.228086
1284 Finland FIN 2012 9.126037
1285 Finland FIN 2011 10.230256
1286 Finland FIN 2010 11.658082
1287 France FRA 2020 3.953682
1288 France FRA 2019 4.460165
1289 France FRA 2018 4.570517
1290 France FRA 2017 4.747917
1291 France FRA 2016 4.703476
1292 France FRA 2015 4.675935
1293 France FRA 2014 4.614807
1294 France FRA 2013 5.127899
1295 France FRA 2012 5.152358
1296 France FRA 2011 5.127105
1297 France FRA 2010 5.350408
1298 French Polynesia PYF 2020 NaN
1299 French Polynesia PYF 2019 NaN
1300 French Polynesia PYF 2018 NaN
1301 French Polynesia PYF 2017 NaN
1302 French Polynesia PYF 2016 NaN
1303 French Polynesia PYF 2015 NaN
1304 French Polynesia PYF 2014 NaN
1305 French Polynesia PYF 2013 NaN
1306 French Polynesia PYF 2012 NaN
1307 French Polynesia PYF 2011 NaN
1308 French Polynesia PYF 2010 NaN
1309 Gabon GAB 2020 2.333274
1310 Gabon GAB 2019 2.351764
1311 Gabon GAB 2018 2.335936
1312 Gabon GAB 2017 2.497272
1313 Gabon GAB 2016 3.059957
1314 Gabon GAB 2015 3.014912
1315 Gabon GAB 2014 3.031261
1316 Gabon GAB 2013 3.043944
1317 Gabon GAB 2012 3.050011
1318 Gabon GAB 2011 3.259317
1319 Gabon GAB 2010 3.367467
1320 Gambia, The GMB 2020 0.237530
1321 Gambia, The GMB 2019 0.241900
1322 Gambia, The GMB 2018 0.244507
1323 Gambia, The GMB 2017 0.252942
1324 Gambia, The GMB 2016 0.255998
1325 Gambia, The GMB 2015 0.260038
1326 Gambia, The GMB 2014 0.231519
1327 Gambia, The GMB 2013 0.202648
1328 Gambia, The GMB 2012 0.219746
1329 Gambia, The GMB 2011 0.223650
1330 Gambia, The GMB 2010 0.224129
1331 Georgia GEO 2020 2.754709
1332 Georgia GEO 2019 2.835791
1333 Georgia GEO 2018 2.609707
1334 Georgia GEO 2017 2.657481
1335 Georgia GEO 2016 2.632753
1336 Georgia GEO 2015 2.523142
1337 Georgia GEO 2014 2.326711
1338 Georgia GEO 2013 2.158342
1339 Georgia GEO 2012 1.929001
1340 Georgia GEO 2011 1.736165
1341 Georgia GEO 2010 1.405474
1342 Germany DEU 2020 7.255221
1343 Germany DEU 2019 7.927188
1344 Germany DEU 2018 8.537043
1345 Germany DEU 2017 8.858345
1346 Germany DEU 2016 9.072972
1347 Germany DEU 2015 9.087345
1348 Germany DEU 2014 9.088528
1349 Germany DEU 2013 9.624229
1350 Germany DEU 2012 9.451289
1351 Germany DEU 2011 9.299003
1352 Germany DEU 2010 9.453389
1353 Ghana GHA 2020 0.602887
1354 Ghana GHA 2019 0.572265
1355 Ghana GHA 2018 0.543393
1356 Ghana GHA 2017 0.500790
1357 Ghana GHA 2016 0.492155
1358 Ghana GHA 2015 0.496025
1359 Ghana GHA 2014 0.474058
1360 Ghana GHA 2013 0.504974
1361 Ghana GHA 2012 0.479415
1362 Ghana GHA 2011 0.412239
1363 Ghana GHA 2010 0.405971
1364 Gibraltar GIB 2020 NaN
1365 Gibraltar GIB 2019 NaN
1366 Gibraltar GIB 2018 NaN
1367 Gibraltar GIB 2017 NaN
1368 Gibraltar GIB 2016 NaN
1369 Gibraltar GIB 2015 NaN
1370 Gibraltar GIB 2014 NaN
1371 Gibraltar GIB 2013 NaN
1372 Gibraltar GIB 2012 NaN
1373 Gibraltar GIB 2011 NaN
1374 Gibraltar GIB 2010 NaN
1375 Greece GRC 2020 4.767185
1376 Greece GRC 2019 5.595284
1377 Greece GRC 2018 6.058131
1378 Greece GRC 2017 6.210832
1379 Greece GRC 2016 6.203487
1380 Greece GRC 2015 6.285088
1381 Greece GRC 2014 6.385059
1382 Greece GRC 2013 6.610379
1383 Greece GRC 2012 7.250812
1384 Greece GRC 2011 7.613505
1385 Greece GRC 2010 7.874815
1386 Greenland GRL 2020 NaN
1387 Greenland GRL 2019 NaN
1388 Greenland GRL 2018 NaN
1389 Greenland GRL 2017 NaN
1390 Greenland GRL 2016 NaN
1391 Greenland GRL 2015 NaN
1392 Greenland GRL 2014 NaN
1393 Greenland GRL 2013 NaN
1394 Greenland GRL 2012 NaN
1395 Greenland GRL 2011 NaN
1396 Greenland GRL 2010 NaN
1397 Grenada GRD 2020 2.624067
1398 Grenada GRD 2019 2.820964
1399 Grenada GRD 2018 2.628901
1400 Grenada GRD 2017 2.377585
1401 Grenada GRD 2016 2.312322
1402 Grenada GRD 2015 2.291141
1403 Grenada GRD 2014 2.148815
1404 Grenada GRD 2013 2.711531
1405 Grenada GRD 2012 2.403548
1406 Grenada GRD 2011 2.265093
1407 Grenada GRD 2010 2.399179
1408 Guam GUM 2020 NaN
1409 Guam GUM 2019 NaN
1410 Guam GUM 2018 NaN
1411 Guam GUM 2017 NaN
1412 Guam GUM 2016 NaN
1413 Guam GUM 2015 NaN
1414 Guam GUM 2014 NaN
1415 Guam GUM 2013 NaN
1416 Guam GUM 2012 NaN
1417 Guam GUM 2011 NaN
1418 Guam GUM 2010 NaN
1419 Guatemala GTM 2020 1.000407
1420 Guatemala GTM 2019 1.145373
1421 Guatemala GTM 2018 1.105754
1422 Guatemala GTM 2017 1.027517
1423 Guatemala GTM 2016 1.102618
1424 Guatemala GTM 2015 1.057073
1425 Guatemala GTM 2014 0.914557
1426 Guatemala GTM 2013 0.867211
1427 Guatemala GTM 2012 0.824229
1428 Guatemala GTM 2011 0.810859
1429 Guatemala GTM 2010 0.804898
1430 Guinea GIN 2020 0.343646
1431 Guinea GIN 2019 0.350766
1432 Guinea GIN 2018 0.297494
1433 Guinea GIN 2017 0.271355
1434 Guinea GIN 2016 0.235228
1435 Guinea GIN 2015 0.216953
1436 Guinea GIN 2014 0.196385
1437 Guinea GIN 2013 0.195379
1438 Guinea GIN 2012 0.228832
1439 Guinea GIN 2011 0.249028
1440 Guinea GIN 2010 0.243683
1441 Guinea-Bissau GNB 2020 0.163208
1442 Guinea-Bissau GNB 2019 0.165089
1443 Guinea-Bissau GNB 2018 0.165095
1444 Guinea-Bissau GNB 2017 0.163100
1445 Guinea-Bissau GNB 2016 0.166253
1446 Guinea-Bissau GNB 2015 0.157581
1447 Guinea-Bissau GNB 2014 0.151207
1448 Guinea-Bissau GNB 2013 0.145722
1449 Guinea-Bissau GNB 2012 0.148846
1450 Guinea-Bissau GNB 2011 0.151335
1451 Guinea-Bissau GNB 2010 0.153775
1452 Guyana GUY 2020 3.472771
1453 Guyana GUY 2019 3.500331
1454 Guyana GUY 2018 3.293512
1455 Guyana GUY 2017 3.241131
1456 Guyana GUY 2016 3.265238
1457 Guyana GUY 2015 2.754761
1458 Guyana GUY 2014 2.747101
1459 Guyana GUY 2013 2.643226
1460 Guyana GUY 2012 2.689370
1461 Guyana GUY 2011 2.461067
1462 Guyana GUY 2010 2.352219
1463 Haiti HTI 2020 0.283815
1464 Haiti HTI 2019 0.297241
1465 Haiti HTI 2018 0.298730
1466 Haiti HTI 2017 0.306184
1467 Haiti HTI 2016 0.314037
1468 Haiti HTI 2015 0.310537
1469 Haiti HTI 2014 0.290139
1470 Haiti HTI 2013 0.258338
1471 Haiti HTI 2012 0.238941
1472 Haiti HTI 2011 0.270992
1473 Haiti HTI 2010 0.249744
1474 Honduras HND 2020 0.872911
1475 Honduras HND 2019 1.023855
1476 Honduras HND 2018 0.922234
1477 Honduras HND 2017 0.974047
1478 Honduras HND 2016 1.098713
1479 Honduras HND 2015 1.133810
1480 Honduras HND 2014 1.082851
1481 Honduras HND 2013 1.080836
1482 Honduras HND 2012 1.135690
1483 Honduras HND 2011 1.098335
1484 Honduras HND 2010 0.937979
1485 Hong Kong SAR, China HKG 2020 NaN
1486 Hong Kong SAR, China HKG 2019 NaN
1487 Hong Kong SAR, China HKG 2018 NaN
1488 Hong Kong SAR, China HKG 2017 NaN
1489 Hong Kong SAR, China HKG 2016 NaN
1490 Hong Kong SAR, China HKG 2015 NaN
1491 Hong Kong SAR, China HKG 2014 NaN
1492 Hong Kong SAR, China HKG 2013 NaN
1493 Hong Kong SAR, China HKG 2012 NaN
1494 Hong Kong SAR, China HKG 2011 NaN
1495 Hong Kong SAR, China HKG 2010 NaN
1496 Hungary HUN 2020 4.591653
1497 Hungary HUN 2019 4.836876
1498 Hungary HUN 2018 5.033254
1499 Hungary HUN 2017 5.052102
1500 Hungary HUN 2016 4.508691
1501 Hungary HUN 2015 4.407597
1502 Hungary HUN 2014 4.117502
1503 Hungary HUN 2013 4.120314
1504 Hungary HUN 2012 4.377582
1505 Hungary HUN 2011 4.704030
1506 Hungary HUN 2010 4.788039
1507 Iceland ISL 2020 3.947465
1508 Iceland ISL 2019 4.543450
1509 Iceland ISL 2018 4.817689
1510 Iceland ISL 2017 4.866045
1511 Iceland ISL 2016 4.868247
1512 Iceland ISL 2015 6.219488
1513 Iceland ISL 2014 6.254085
1514 Iceland ISL 2013 6.275559
1515 Iceland ISL 2012 5.799212
1516 Iceland ISL 2011 5.919333
1517 Iceland ISL 2010 6.159973
1518 India IND 2020 1.576093
1519 India IND 2019 1.752534
1520 India IND 2018 1.795595
1521 India IND 2017 1.704927
1522 India IND 2016 1.639914
1523 India IND 2015 1.631323
1524 India IND 2014 1.642465
1525 India IND 2013 1.527674
1526 India IND 2012 1.498204
1527 India IND 2011 1.396878
1528 India IND 2010 1.338034
1529 Indonesia IDN 2020 2.071659
1530 Indonesia IDN 2019 2.245286
1531 Indonesia IDN 2018 2.126837
1532 Indonesia IDN 2017 1.948574
1533 Indonesia IDN 2016 1.848304
1534 Indonesia IDN 2015 1.887564
1535 Indonesia IDN 2014 1.891428
1536 Indonesia IDN 2013 1.770402
1537 Indonesia IDN 2012 1.925450
1538 Indonesia IDN 2011 1.925542
1539 Indonesia IDN 2010 1.702906
1540 Iran, Islamic Rep. IRN 2020 7.063351
1541 Iran, Islamic Rep. IRN 2019 7.222980
1542 Iran, Islamic Rep. IRN 2018 7.445128
1543 Iran, Islamic Rep. IRN 2017 7.412903
1544 Iran, Islamic Rep. IRN 2016 7.288966
1545 Iran, Islamic Rep. IRN 2015 7.325792
1546 Iran, Islamic Rep. IRN 2014 7.570578
1547 Iran, Islamic Rep. IRN 2013 7.439601
1548 Iran, Islamic Rep. IRN 2012 7.230858
1549 Iran, Islamic Rep. IRN 2011 7.231195
1550 Iran, Islamic Rep. IRN 2010 7.179825
1551 Iraq IRQ 2020 3.842178
1552 Iraq IRQ 2019 4.347264
1553 Iraq IRQ 2018 4.142680
1554 Iraq IRQ 2017 3.948809
1555 Iraq IRQ 2016 3.702551
1556 Iraq IRQ 2015 3.526944
1557 Iraq IRQ 2014 3.647856
1558 Iraq IRQ 2013 3.920421
1559 Iraq IRQ 2012 3.809432
1560 Iraq IRQ 2011 3.491247
1561 Iraq IRQ 2010 3.471957
1562 Ireland IRL 2020 6.768228
1563 Ireland IRL 2019 7.257749
1564 Ireland IRL 2018 7.699028
1565 Ireland IRL 2017 7.848150
1566 Ireland IRL 2016 8.203376
1567 Ireland IRL 2015 7.887609
1568 Ireland IRL 2014 7.633852
1569 Ireland IRL 2013 7.718343
1570 Ireland IRL 2012 8.046360
1571 Ireland IRL 2011 7.966688
1572 Ireland IRL 2010 8.847879
1573 Isle of Man IMN 2020 NaN
1574 Isle of Man IMN 2019 NaN
1575 Isle of Man IMN 2018 NaN
1576 Isle of Man IMN 2017 NaN
1577 Isle of Man IMN 2016 NaN
1578 Isle of Man IMN 2015 NaN
1579 Isle of Man IMN 2014 NaN
1580 Isle of Man IMN 2013 NaN
1581 Isle of Man IMN 2012 NaN
1582 Isle of Man IMN 2011 NaN
1583 Isle of Man IMN 2010 NaN
1584 Israel ISR 2020 6.345216
1585 Israel ISR 2019 6.935752
1586 Israel ISR 2018 6.914993
1587 Israel ISR 2017 7.563874
1588 Israel ISR 2016 7.633162
1589 Israel ISR 2015 7.913354
1590 Israel ISR 2014 7.877332
1591 Israel ISR 2013 8.313481
1592 Israel ISR 2012 9.615473
1593 Israel ISR 2011 8.991063
1594 Israel ISR 2010 9.250262
1595 Italy ITA 2020 4.732373
1596 Italy ITA 2019 5.311031
1597 Italy ITA 2018 5.376940
1598 Italy ITA 2017 5.437912
1599 Italy ITA 2016 5.498244
1600 Italy ITA 2015 5.563294
1601 Italy ITA 2014 5.387443
1602 Italy ITA 2013 5.751878
1603 Italy ITA 2012 6.327662
1604 Italy ITA 2011 6.680550
1605 Italy ITA 2010 6.836875
1606 Jamaica JAM 2020 2.069042
1607 Jamaica JAM 2019 2.983290
1608 Jamaica JAM 2018 3.054589
1609 Jamaica JAM 2017 2.572661
1610 Jamaica JAM 2016 2.693657
1611 Jamaica JAM 2015 2.536711
1612 Jamaica JAM 2014 2.582578
1613 Jamaica JAM 2013 2.669295
1614 Jamaica JAM 2012 2.521544
1615 Jamaica JAM 2011 2.741783
1616 Jamaica JAM 2010 2.735949
1617 Japan JPN 2020 8.031496
1618 Japan JPN 2019 8.478401
1619 Japan JPN 2018 8.761979
1620 Japan JPN 2017 9.063691
1621 Japan JPN 2016 9.166714
1622 Japan JPN 2015 9.268050
1623 Japan JPN 2014 9.564306
1624 Japan JPN 2013 9.944495
1625 Japan JPN 2012 9.827856
1626 Japan JPN 2011 9.495010
1627 Japan JPN 2010 9.036010
1628 Jordan JOR 2020 1.919172
1629 Jordan JOR 2019 2.163621
1630 Jordan JOR 2018 2.362363
1631 Jordan JOR 2017 2.547316
1632 Jordan JOR 2016 2.481772
1633 Jordan JOR 2015 2.665730
1634 Jordan JOR 2014 2.951377
1635 Jordan JOR 2013 3.093473
1636 Jordan JOR 2012 3.344947
1637 Jordan JOR 2011 2.919319
1638 Jordan JOR 2010 2.913872
1639 Kazakhstan KAZ 2020 11.297743
1640 Kazakhstan KAZ 2019 11.050870
1641 Kazakhstan KAZ 2018 11.867550
1642 Kazakhstan KAZ 2017 11.913758
1643 Kazakhstan KAZ 2016 11.378840
1644 Kazakhstan KAZ 2015 10.891051
1645 Kazakhstan KAZ 2014 12.104225
1646 Kazakhstan KAZ 2013 15.263105
1647 Kazakhstan KAZ 2012 14.566323
1648 Kazakhstan KAZ 2011 14.824685
1649 Kazakhstan KAZ 2010 14.073275
1650 Kenya KEN 2020 0.374079
1651 Kenya KEN 2019 0.382362
1652 Kenya KEN 2018 0.385438
1653 Kenya KEN 2017 0.410582
1654 Kenya KEN 2016 0.403178
1655 Kenya KEN 2015 0.386120
1656 Kenya KEN 2014 0.364375
1657 Kenya KEN 2013 0.321209
1658 Kenya KEN 2012 0.296880
1659 Kenya KEN 2011 0.327521
1660 Kenya KEN 2010 0.323340
1661 Kiribati KIR 2020 0.449934
1662 Kiribati KIR 2019 0.592397
1663 Kiribati KIR 2018 0.598719
1664 Kiribati KIR 2017 0.604011
1665 Kiribati KIR 2016 0.478429
1666 Kiribati KIR 2015 0.520106
1667 Kiribati KIR 2014 0.522677
1668 Kiribati KIR 2013 0.563052
1669 Kiribati KIR 2012 0.516942
1670 Kiribati KIR 2011 0.493306
1671 Kiribati KIR 2010 0.502801
1672 Korea, Dem. People's Rep. PRK 2020 2.027149
1673 Korea, Dem. People's Rep. PRK 2019 2.156764
1674 Korea, Dem. People's Rep. PRK 2018 1.954950
1675 Korea, Dem. People's Rep. PRK 2017 2.127501
1676 Korea, Dem. People's Rep. PRK 2016 1.107843
1677 Korea, Dem. People's Rep. PRK 2015 0.993803
1678 Korea, Dem. People's Rep. PRK 2014 1.242662
1679 Korea, Dem. People's Rep. PRK 2013 1.105084
1680 Korea, Dem. People's Rep. PRK 2012 1.546278
1681 Korea, Dem. People's Rep. PRK 2011 1.496902
1682 Korea, Dem. People's Rep. PRK 2010 2.093854
1683 Korea, Rep. KOR 2020 10.990030
1684 Korea, Rep. KOR 2019 11.825284
1685 Korea, Rep. KOR 2018 12.216456
1686 Korea, Rep. KOR 2017 12.191493
1687 Korea, Rep. KOR 2016 12.016205
1688 Korea, Rep. KOR 2015 11.914686
1689 Korea, Rep. KOR 2014 11.588716
1690 Korea, Rep. KOR 2013 11.890037
1691 Korea, Rep. KOR 2012 11.958527
1692 Korea, Rep. KOR 2011 11.984804
1693 Korea, Rep. KOR 2010 11.607830
1694 Kosovo XKX 2020 NaN
1695 Kosovo XKX 2019 NaN
1696 Kosovo XKX 2018 NaN
1697 Kosovo XKX 2017 NaN
1698 Kosovo XKX 2016 NaN
1699 Kosovo XKX 2015 NaN
1700 Kosovo XKX 2014 NaN
1701 Kosovo XKX 2013 NaN
1702 Kosovo XKX 2012 NaN
1703 Kosovo XKX 2011 NaN
1704 Kosovo XKX 2010 NaN
1705 Kuwait KWT 2020 21.169610
1706 Kuwait KWT 2019 21.135214
1707 Kuwait KWT 2018 21.461230
1708 Kuwait KWT 2017 21.910401
1709 Kuwait KWT 2016 22.572698
1710 Kuwait KWT 2015 22.775020
1711 Kuwait KWT 2014 22.749990
1712 Kuwait KWT 2013 23.958143
1713 Kuwait KWT 2012 25.132421
1714 Kuwait KWT 2011 26.493555
1715 Kuwait KWT 2010 27.426380
1716 Kyrgyz Republic KGZ 2020 1.379975
1717 Kyrgyz Republic KGZ 2019 1.551594
1718 Kyrgyz Republic KGZ 2018 1.788258
1719 Kyrgyz Republic KGZ 2017 1.522861
1720 Kyrgyz Republic KGZ 2016 1.591512
1721 Kyrgyz Republic KGZ 2015 1.723480
1722 Kyrgyz Republic KGZ 2014 1.687687
1723 Kyrgyz Republic KGZ 2013 1.653088
1724 Kyrgyz Republic KGZ 2012 1.809459
1725 Kyrgyz Republic KGZ 2011 1.394553
1726 Kyrgyz Republic KGZ 2010 1.173737
1727 Lao PDR LAO 2020 2.620283
1728 Lao PDR LAO 2019 2.658175
1729 Lao PDR LAO 2018 2.767598
1730 Lao PDR LAO 2017 2.722882
1731 Lao PDR LAO 2016 2.278533
1732 Lao PDR LAO 2015 1.307699
1733 Lao PDR LAO 2014 0.649261
1734 Lao PDR LAO 2013 0.630353
1735 Lao PDR LAO 2012 0.502688
1736 Lao PDR LAO 2011 0.474259
1737 Lao PDR LAO 2010 0.454991
1738 Latvia LVA 2020 3.645612
1739 Latvia LVA 2019 3.954966
1740 Latvia LVA 2018 4.039698
1741 Latvia LVA 2017 3.664156
1742 Latvia LVA 2016 3.646423
1743 Latvia LVA 2015 3.699520
1744 Latvia LVA 2014 3.652506
1745 Latvia LVA 2013 3.702785
1746 Latvia LVA 2012 3.721491
1747 Latvia LVA 2011 3.834182
1748 Latvia LVA 2010 4.060966
1749 Lebanon LBN 2020 3.792194
1750 Lebanon LBN 2019 4.655298
1751 Lebanon LBN 2018 4.604611
1752 Lebanon LBN 2017 4.774873
1753 Lebanon LBN 2016 4.434700
1754 Lebanon LBN 2015 4.222074
1755 Lebanon LBN 2014 4.008548
1756 Lebanon LBN 2013 4.093170
1757 Lebanon LBN 2012 4.532362
1758 Lebanon LBN 2011 4.197198
1759 Lebanon LBN 2010 4.176368
1760 Lesotho LSO 2020 1.025642
1761 Lesotho LSO 2019 1.033427
1762 Lesotho LSO 2018 1.035752
1763 Lesotho LSO 2017 1.106736
1764 Lesotho LSO 2016 0.991757
1765 Lesotho LSO 2015 1.012121
1766 Lesotho LSO 2014 1.121112
1767 Lesotho LSO 2013 1.063918
1768 Lesotho LSO 2012 1.420925
1769 Lesotho LSO 2011 1.415926
1770 Lesotho LSO 2010 1.067262
1771 Liberia LBR 2020 0.231839
1772 Liberia LBR 2019 0.229916
1773 Liberia LBR 2018 0.230417
1774 Liberia LBR 2017 0.264436
1775 Liberia LBR 2016 0.297038
1776 Liberia LBR 2015 0.270536
1777 Liberia LBR 2014 0.266651
1778 Liberia LBR 2013 0.204460
1779 Liberia LBR 2012 0.217961
1780 Liberia LBR 2011 0.202858
1781 Liberia LBR 2010 0.181534
1782 Libya LBY 2020 6.682805
1783 Libya LBY 2019 8.325768
1784 Libya LBY 2018 8.351625
1785 Libya LBY 2017 8.167602
1786 Libya LBY 2016 7.751239
1787 Libya LBY 2015 8.289608
1788 Libya LBY 2014 9.723089
1789 Libya LBY 2013 9.985813
1790 Libya LBY 2012 9.934649
1791 Libya LBY 2011 6.707420
1792 Libya LBY 2010 9.174324
1793 Liechtenstein LIE 2020 3.663848
1794 Liechtenstein LIE 2019 3.872608
1795 Liechtenstein LIE 2018 3.744019
1796 Liechtenstein LIE 2017 4.111204
1797 Liechtenstein LIE 2016 3.984106
1798 Liechtenstein LIE 2015 4.277173
1799 Liechtenstein LIE 2014 4.347077
1800 Liechtenstein LIE 2013 5.231345
1801 Liechtenstein LIE 2012 5.076714
1802 Liechtenstein LIE 2011 4.884965
1803 Liechtenstein LIE 2010 5.311764
1804 Lithuania LTU 2020 4.184000
1805 Lithuania LTU 2019 4.200152
1806 Lithuania LTU 2018 4.159315
1807 Lithuania LTU 2017 3.967681
1808 Lithuania LTU 2016 3.905927
1809 Lithuania LTU 2015 3.809894
1810 Lithuania LTU 2014 3.704482
1811 Lithuania LTU 2013 3.831065
1812 Lithuania LTU 2012 3.991535
1813 Lithuania LTU 2011 3.911873
1814 Lithuania LTU 2010 4.069052
1815 Luxembourg LUX 2020 12.456953
1816 Luxembourg LUX 2019 15.323040
1817 Luxembourg LUX 2018 15.331524
1818 Luxembourg LUX 2017 15.103063
1819 Luxembourg LUX 2016 15.198775
1820 Luxembourg LUX 2015 16.034649
1821 Luxembourg LUX 2014 17.333940
1822 Luxembourg LUX 2013 18.722946
1823 Luxembourg LUX 2012 20.148942
1824 Luxembourg LUX 2011 21.041503
1825 Luxembourg LUX 2010 21.755666
1826 Macao SAR, China MAC 2020 NaN
1827 Macao SAR, China MAC 2019 NaN
1828 Macao SAR, China MAC 2018 NaN
1829 Macao SAR, China MAC 2017 NaN
1830 Macao SAR, China MAC 2016 NaN
1831 Macao SAR, China MAC 2015 NaN
1832 Macao SAR, China MAC 2014 NaN
1833 Macao SAR, China MAC 2013 NaN
1834 Macao SAR, China MAC 2012 NaN
1835 Macao SAR, China MAC 2011 NaN
1836 Macao SAR, China MAC 2010 NaN
1837 Madagascar MDG 2020 0.097270
1838 Madagascar MDG 2019 0.142654
1839 Madagascar MDG 2018 0.123102
1840 Madagascar MDG 2017 0.133017
1841 Madagascar MDG 2016 0.124764
1842 Madagascar MDG 2015 0.132173
1843 Madagascar MDG 2014 0.124324
1844 Madagascar MDG 2013 0.124225
1845 Madagascar MDG 2012 0.119381
1846 Madagascar MDG 2011 0.098169
1847 Madagascar MDG 2010 0.086043
1848 Malawi MWI 2020 0.084636
1849 Malawi MWI 2019 0.087119
1850 Malawi MWI 2018 0.087620
1851 Malawi MWI 2017 0.077993
1852 Malawi MWI 2016 0.070297
1853 Malawi MWI 2015 0.064320
1854 Malawi MWI 2014 0.063454
1855 Malawi MWI 2013 0.072034
1856 Malawi MWI 2012 0.069084
1857 Malawi MWI 2011 0.070816
1858 Malawi MWI 2010 0.066886
1859 Malaysia MYS 2020 7.383715
1860 Malaysia MYS 2019 7.465000
1861 Malaysia MYS 2018 7.452371
1862 Malaysia MYS 2017 7.039826
1863 Malaysia MYS 2016 7.348421
1864 Malaysia MYS 2015 7.603420
1865 Malaysia MYS 2014 7.719436
1866 Malaysia MYS 2013 7.402951
1867 Malaysia MYS 2012 6.925635
1868 Malaysia MYS 2011 6.935320
1869 Malaysia MYS 2010 6.959707
1870 Maldives MDV 2020 2.826385
1871 Maldives MDV 2019 3.963267
1872 Maldives MDV 2018 3.626485
1873 Maldives MDV 2017 3.272571
1874 Maldives MDV 2016 3.227063
1875 Maldives MDV 2015 3.074737
1876 Maldives MDV 2014 3.251923
1877 Maldives MDV 2013 2.816125
1878 Maldives MDV 2012 2.953509
1879 Maldives MDV 2011 2.704839
1880 Maldives MDV 2010 2.663348
1881 Mali MLI 2020 0.195566
1882 Mali MLI 2019 0.191439
1883 Mali MLI 2018 0.194032
1884 Mali MLI 2017 0.187962
1885 Mali MLI 2016 0.182277
1886 Mali MLI 2015 0.184609
1887 Mali MLI 2014 0.180859
1888 Mali MLI 2013 0.165467
1889 Mali MLI 2012 0.152028
1890 Mali MLI 2011 0.146305
1891 Mali MLI 2010 0.138707
1892 Malta MLT 2020 3.125558
1893 Malta MLT 2019 3.290468
1894 Malta MLT 2018 3.203475
1895 Malta MLT 2017 3.250434
1896 Malta MLT 2016 2.969764
1897 Malta MLT 2015 3.723377
1898 Malta MLT 2014 5.422291
1899 Malta MLT 2013 5.567333
1900 Malta MLT 2012 6.465283
1901 Malta MLT 2011 6.181354
1902 Malta MLT 2010 6.240169
1903 Marshall Islands MHL 2020 2.533803
1904 Marshall Islands MHL 2019 3.405026
1905 Marshall Islands MHL 2018 3.285568
1906 Marshall Islands MHL 2017 3.164007
1907 Marshall Islands MHL 2016 3.031306
1908 Marshall Islands MHL 2015 2.960939
1909 Marshall Islands MHL 2014 2.858050
1910 Marshall Islands MHL 2013 2.771070
1911 Marshall Islands MHL 2012 2.662682
1912 Marshall Islands MHL 2011 2.663722
1913 Marshall Islands MHL 2010 2.635914
1914 Mauritania MRT 2020 0.855176
1915 Mauritania MRT 2019 0.872475
1916 Mauritania MRT 2018 0.870136
1917 Mauritania MRT 2017 0.819300
1918 Mauritania MRT 2016 0.637776
1919 Mauritania MRT 2015 0.751732
1920 Mauritania MRT 2014 0.659481
1921 Mauritania MRT 2013 0.561374
1922 Mauritania MRT 2012 0.647780
1923 Mauritania MRT 2011 0.619394
1924 Mauritania MRT 2010 0.606441
1925 Mauritius MUS 2020 2.938514
1926 Mauritius MUS 2019 3.296801
1927 Mauritius MUS 2018 3.266415
1928 Mauritius MUS 2017 3.300216
1929 Mauritius MUS 2016 3.193282
1930 Mauritius MUS 2015 3.136405
1931 Mauritius MUS 2014 3.131442
1932 Mauritius MUS 2013 3.032741
1933 Mauritius MUS 2012 2.966043
1934 Mauritius MUS 2011 2.905612
1935 Mauritius MUS 2010 2.928503
1936 Mexico MEX 2020 3.040766
1937 Mexico MEX 2019 3.612165
1938 Mexico MEX 2018 3.587489
1939 Mexico MEX 2017 3.862759
1940 Mexico MEX 2016 3.920323
1941 Mexico MEX 2015 3.925368
1942 Mexico MEX 2014 3.892355
1943 Mexico MEX 2013 4.056055
1944 Mexico MEX 2012 4.202414
1945 Mexico MEX 2011 4.190990
1946 Mexico MEX 2010 4.113211
1947 Micronesia, Fed. Sts. FSM 2020 0.958914
1948 Micronesia, Fed. Sts. FSM 2019 1.330592
1949 Micronesia, Fed. Sts. FSM 2018 1.332384
1950 Micronesia, Fed. Sts. FSM 2017 1.328443
1951 Micronesia, Fed. Sts. FSM 2016 1.338185
1952 Micronesia, Fed. Sts. FSM 2015 1.323747
1953 Micronesia, Fed. Sts. FSM 2014 1.293293
1954 Micronesia, Fed. Sts. FSM 2013 1.275217
1955 Micronesia, Fed. Sts. FSM 2012 1.223298
1956 Micronesia, Fed. Sts. FSM 2011 1.105787
1957 Micronesia, Fed. Sts. FSM 2010 0.977804
1958 Moldova MDA 2020 3.267846
1959 Moldova MDA 2019 3.348667
1960 Moldova MDA 2018 3.160421
1961 Moldova MDA 2017 2.926841
1962 Moldova MDA 2016 2.904909
1963 Moldova MDA 2015 2.828160
1964 Moldova MDA 2014 2.698635
1965 Moldova MDA 2013 2.511402
1966 Moldova MDA 2012 2.844888
1967 Moldova MDA 2011 2.916944
1968 Moldova MDA 2010 2.897999
1969 Monaco MCO 2020 NaN
1970 Monaco MCO 2019 NaN
1971 Monaco MCO 2018 NaN
1972 Monaco MCO 2017 NaN
1973 Monaco MCO 2016 NaN
1974 Monaco MCO 2015 NaN
1975 Monaco MCO 2014 NaN
1976 Monaco MCO 2013 NaN
1977 Monaco MCO 2012 NaN
1978 Monaco MCO 2011 NaN
1979 Monaco MCO 2010 NaN
1980 Mongolia MNG 2020 6.430645
1981 Mongolia MNG 2019 7.160836
1982 Mongolia MNG 2018 6.809659
1983 Mongolia MNG 2017 6.322775
1984 Mongolia MNG 2016 5.998505
1985 Mongolia MNG 2015 5.835435
1986 Mongolia MNG 2014 6.242888
1987 Mongolia MNG 2013 6.461561
1988 Mongolia MNG 2012 6.138738
1989 Mongolia MNG 2011 5.732418
1990 Mongolia MNG 2010 5.295465
1991 Montenegro MNE 2020 4.067561
1992 Montenegro MNE 2019 4.181645
1993 Montenegro MNE 2018 4.018308
1994 Montenegro MNE 2017 3.642510
1995 Montenegro MNE 2016 3.456033
1996 Montenegro MNE 2015 3.791796
1997 Montenegro MNE 2014 3.567649
1998 Montenegro MNE 2013 3.649830
1999 Montenegro MNE 2012 3.757003
2000 Montenegro MNE 2011 4.089640
2001 Montenegro MNE 2010 4.171913
2002 Morocco MAR 2020 1.818526
2003 Morocco MAR 2019 1.955308
2004 Morocco MAR 2018 1.789328
2005 Morocco MAR 2017 1.773663
2006 Morocco MAR 2016 1.717306
2007 Morocco MAR 2015 1.740534
2008 Morocco MAR 2014 1.713696
2009 Morocco MAR 2013 1.703831
2010 Morocco MAR 2012 1.741296
2011 Morocco MAR 2011 1.699611
2012 Morocco MAR 2010 1.594016
2013 Mozambique MOZ 2020 0.222768
2014 Mozambique MOZ 2019 0.248640
2015 Mozambique MOZ 2018 0.233657
2016 Mozambique MOZ 2017 0.250698
2017 Mozambique MOZ 2016 0.261542
2018 Mozambique MOZ 2015 0.204085
2019 Mozambique MOZ 2014 0.185236
2020 Mozambique MOZ 2013 0.164365
2021 Mozambique MOZ 2012 0.148679
2022 Mozambique MOZ 2011 0.138647
2023 Mozambique MOZ 2010 0.116175
2024 Myanmar MMR 2020 0.634080
2025 Myanmar MMR 2019 0.640929
2026 Myanmar MMR 2018 0.622498
2027 Myanmar MMR 2017 0.621496
2028 Myanmar MMR 2016 0.421272
2029 Myanmar MMR 2015 0.369707
2030 Myanmar MMR 2014 0.333542
2031 Myanmar MMR 2013 0.268370
2032 Myanmar MMR 2012 0.238240
2033 Myanmar MMR 2011 0.174575
2034 Myanmar MMR 2010 0.164631
2035 Namibia NAM 2020 1.588045
2036 Namibia NAM 2019 1.764172
2037 Namibia NAM 2018 1.778832
2038 Namibia NAM 2017 1.786399
2039 Namibia NAM 2016 1.787073
2040 Namibia NAM 2015 1.812456
2041 Namibia NAM 2014 1.753053
2042 Namibia NAM 2013 1.706683
2043 Namibia NAM 2012 1.618200
2044 Namibia NAM 2011 1.549378
2045 Namibia NAM 2010 1.478370
2046 Nauru NRU 2020 3.361754
2047 Nauru NRU 2019 4.401583
2048 Nauru NRU 2018 4.528682
2049 Nauru NRU 2017 4.793700
2050 Nauru NRU 2016 4.607852
2051 Nauru NRU 2015 4.872597
2052 Nauru NRU 2014 4.625229
2053 Nauru NRU 2013 4.423041
2054 Nauru NRU 2012 4.031023
2055 Nauru NRU 2011 3.899640
2056 Nauru NRU 2010 4.169515
2057 Nepal NPL 2020 0.509366
2058 Nepal NPL 2019 0.480725
2059 Nepal NPL 2018 0.531082
2060 Nepal NPL 2017 0.470677
2061 Nepal NPL 2016 0.385328
2062 Nepal NPL 2015 0.260272
2063 Nepal NPL 2014 0.259711
2064 Nepal NPL 2013 0.222332
2065 Nepal NPL 2012 0.219453
2066 Nepal NPL 2011 0.190682
2067 Nepal NPL 2010 0.170863
2068 Netherlands NLD 2020 7.471553
2069 Netherlands NLD 2019 8.413969
2070 Netherlands NLD 2018 8.785144
2071 Netherlands NLD 2017 9.089266
2072 Netherlands NLD 2016 9.306892
2073 Netherlands NLD 2015 9.290243
2074 Netherlands NLD 2014 8.881905
2075 Netherlands NLD 2013 9.348141
2076 Netherlands NLD 2012 9.398613
2077 Netherlands NLD 2011 9.511010
2078 Netherlands NLD 2010 10.298311
2079 New Caledonia NCL 2020 NaN
2080 New Caledonia NCL 2019 NaN
2081 New Caledonia NCL 2018 NaN
2082 New Caledonia NCL 2017 NaN
2083 New Caledonia NCL 2016 NaN
2084 New Caledonia NCL 2015 NaN
2085 New Caledonia NCL 2014 NaN
2086 New Caledonia NCL 2013 NaN
2087 New Caledonia NCL 2012 NaN
2088 New Caledonia NCL 2011 NaN
2089 New Caledonia NCL 2010 NaN
2090 New Zealand NZL 2020 6.160799
2091 New Zealand NZL 2019 6.830053
2092 New Zealand NZL 2018 6.613272
2093 New Zealand NZL 2017 6.840494
2094 New Zealand NZL 2016 6.615409
2095 New Zealand NZL 2015 7.003341
2096 New Zealand NZL 2014 7.078645
2097 New Zealand NZL 2013 7.178024
2098 New Zealand NZL 2012 7.283728
2099 New Zealand NZL 2011 6.909352
2100 New Zealand NZL 2010 7.136622
2101 Nicaragua NIC 2020 0.678252
2102 Nicaragua NIC 2019 0.770102
2103 Nicaragua NIC 2018 0.764550
2104 Nicaragua NIC 2017 0.837724
2105 Nicaragua NIC 2016 0.846846
2106 Nicaragua NIC 2015 0.839346
2107 Nicaragua NIC 2014 0.766444
2108 Nicaragua NIC 2013 0.731006
2109 Nicaragua NIC 2012 0.777036
2110 Nicaragua NIC 2011 0.802046
2111 Nicaragua NIC 2010 0.770732
2112 Niger NER 2020 0.090326
2113 Niger NER 2019 0.092101
2114 Niger NER 2018 0.086649
2115 Niger NER 2017 0.087451
2116 Niger NER 2016 0.100195
2117 Niger NER 2015 0.104907
2118 Niger NER 2014 0.111335
2119 Niger NER 2013 0.105880
2120 Niger NER 2012 0.105020
2121 Niger NER 2011 0.080972
2122 Niger NER 2010 0.081757
2123 Nigeria NGA 2020 0.537510
2124 Nigeria NGA 2019 0.588005
2125 Nigeria NGA 2018 0.572783
2126 Nigeria NGA 2017 0.560638
2127 Nigeria NGA 2016 0.587371
2128 Nigeria NGA 2015 0.585592
2129 Nigeria NGA 2014 0.640072
2130 Nigeria NGA 2013 0.618779
2131 Nigeria NGA 2012 0.560546
2132 Nigeria NGA 2011 0.574123
2133 Nigeria NGA 2010 0.559513
2134 North Macedonia MKD 2020 3.279420
2135 North Macedonia MKD 2019 3.831137
2136 North Macedonia MKD 2018 3.347723
2137 North Macedonia MKD 2017 3.584571
2138 North Macedonia MKD 2016 3.359582
2139 North Macedonia MKD 2015 3.449913
2140 North Macedonia MKD 2014 3.600002
2141 North Macedonia MKD 2013 3.809146
2142 North Macedonia MKD 2012 4.269147
2143 North Macedonia MKD 2011 4.448349
2144 North Macedonia MKD 2010 4.053325
2145 Northern Mariana Islands MNP 2020 NaN
2146 Northern Mariana Islands MNP 2019 NaN
2147 Northern Mariana Islands MNP 2018 NaN
2148 Northern Mariana Islands MNP 2017 NaN
2149 Northern Mariana Islands MNP 2016 NaN
2150 Northern Mariana Islands MNP 2015 NaN
2151 Northern Mariana Islands MNP 2014 NaN
2152 Northern Mariana Islands MNP 2013 NaN
2153 Northern Mariana Islands MNP 2012 NaN
2154 Northern Mariana Islands MNP 2011 NaN
2155 Northern Mariana Islands MNP 2010 NaN
2156 Norway NOR 2020 6.725080
2157 Norway NOR 2019 7.042321
2158 Norway NOR 2018 7.261316
2159 Norway NOR 2017 7.423752
2160 Norway NOR 2016 7.561039
2161 Norway NOR 2015 7.764859
2162 Norway NOR 2014 7.716802
2163 Norway NOR 2013 7.801169
2164 Norway NOR 2012 7.725324
2165 Norway NOR 2011 7.888271
2166 Norway NOR 2010 8.205018
2167 Oman OMN 2020 15.636201
2168 Oman OMN 2019 16.456358
2169 Oman OMN 2018 16.379576
2170 Oman OMN 2017 15.771797
2171 Oman OMN 2016 16.415746
2172 Oman OMN 2015 16.730784
2173 Oman OMN 2014 16.558314
2174 Oman OMN 2013 16.510527
2175 Oman OMN 2012 17.125738
2176 Oman OMN 2011 16.720416
2177 Oman OMN 2010 16.335081
2178 Pakistan PAK 2020 0.810360
2179 Pakistan PAK 2019 0.824460
2180 Pakistan PAK 2018 0.850427
2181 Pakistan PAK 2017 0.918473
2182 Pakistan PAK 2016 0.848207
2183 Pakistan PAK 2015 0.778086
2184 Pakistan PAK 2014 0.740619
2185 Pakistan PAK 2013 0.710994
2186 Pakistan PAK 2012 0.711251
2187 Pakistan PAK 2011 0.713434
2188 Pakistan PAK 2010 0.721910
2189 Palau PLW 2020 8.802582
2190 Palau PLW 2019 12.134405
2191 Palau PLW 2018 11.861845
2192 Palau PLW 2017 11.941470
2193 Palau PLW 2016 11.669286
2194 Palau PLW 2015 11.290323
2195 Palau PLW 2014 12.238705
2196 Palau PLW 2013 12.417860
2197 Palau PLW 2012 12.370445
2198 Palau PLW 2011 11.655702
2199 Palau PLW 2010 11.585761
2200 Panama PAN 2020 2.231443
2201 Panama PAN 2019 3.095050
2202 Panama PAN 2018 2.381319
2203 Panama PAN 2017 2.474669
2204 Panama PAN 2016 2.645681
2205 Panama PAN 2015 2.681232
2206 Panama PAN 2014 2.766437
2207 Panama PAN 2013 2.682755
2208 Panama PAN 2012 2.786148
2209 Panama PAN 2011 2.709402
2210 Panama PAN 2010 2.536306
2211 Papua New Guinea PNG 2020 0.563252
2212 Papua New Guinea PNG 2019 0.782553
2213 Papua New Guinea PNG 2018 0.762550
2214 Papua New Guinea PNG 2017 0.713598
2215 Papua New Guinea PNG 2016 0.737249
2216 Papua New Guinea PNG 2015 0.733653
2217 Papua New Guinea PNG 2014 0.689602
2218 Papua New Guinea PNG 2013 0.633609
2219 Papua New Guinea PNG 2012 0.611185
2220 Papua New Guinea PNG 2011 0.663474
2221 Papua New Guinea PNG 2010 0.664885
2222 Paraguay PRY 2020 1.144591
2223 Paraguay PRY 2019 1.240669
2224 Paraguay PRY 2018 1.297482
2225 Paraguay PRY 2017 1.246325
2226 Paraguay PRY 2016 1.147765
2227 Paraguay PRY 2015 1.030682
2228 Paraguay PRY 2014 0.924029
2229 Paraguay PRY 2013 0.882702
2230 Paraguay PRY 2012 0.874070
2231 Paraguay PRY 2011 0.892891
2232 Paraguay PRY 2010 0.874266
2233 Peru PER 2020 1.398566
2234 Peru PER 2019 1.735642
2235 Peru PER 2018 1.695131
2236 Peru PER 2017 1.717243
2237 Peru PER 2016 1.826380
2238 Peru PER 2015 1.776301
2239 Peru PER 2014 1.751594
2240 Peru PER 2013 1.656254
2241 Peru PER 2012 1.617522
2242 Peru PER 2011 1.642847
2243 Peru PER 2010 1.539485
2244 Philippines PHL 2020 1.189679
2245 Philippines PHL 2019 1.321528
2246 Philippines PHL 2018 1.281391
2247 Philippines PHL 2017 1.250315
2248 Philippines PHL 2016 1.152751
2249 Philippines PHL 2015 1.077254
2250 Philippines PHL 2014 1.004908
2251 Philippines PHL 2013 0.957914
2252 Philippines PHL 2012 0.878945
2253 Philippines PHL 2011 0.856823
2254 Philippines PHL 2010 0.865603
2255 Poland POL 2020 7.367563
2256 Poland POL 2019 7.768856
2257 Poland POL 2018 8.209531
2258 Poland POL 2017 8.236243
2259 Poland POL 2016 7.895752
2260 Poland POL 2015 7.610021
2261 Poland POL 2014 7.516889
2262 Poland POL 2013 7.841821
2263 Poland POL 2012 7.969684
2264 Poland POL 2011 8.159933
2265 Poland POL 2010 8.247005
2266 Portugal PRT 2020 3.784908
2267 Portugal PRT 2019 4.332448
2268 Portugal PRT 2018 4.809613
2269 Portugal PRT 2017 5.171956
2270 Portugal PRT 2016 4.716036
2271 Portugal PRT 2015 4.812853
2272 Portugal PRT 2014 4.416001
2273 Portugal PRT 2013 4.451935
2274 Portugal PRT 2012 4.585926
2275 Portugal PRT 2011 4.723430
2276 Portugal PRT 2010 4.817632
2277 Puerto Rico PRI 2020 NaN
2278 Puerto Rico PRI 2019 NaN
2279 Puerto Rico PRI 2018 NaN
2280 Puerto Rico PRI 2017 NaN
2281 Puerto Rico PRI 2016 NaN
2282 Puerto Rico PRI 2015 NaN
2283 Puerto Rico PRI 2014 NaN
2284 Puerto Rico PRI 2013 NaN
2285 Puerto Rico PRI 2012 NaN
2286 Puerto Rico PRI 2011 NaN
2287 Puerto Rico PRI 2010 NaN
2288 Qatar QAT 2020 31.726842
2289 Qatar QAT 2019 31.877203
2290 Qatar QAT 2018 31.480967
2291 Qatar QAT 2017 32.256638
2292 Qatar QAT 2016 33.549569
2293 Qatar QAT 2015 35.290422
2294 Qatar QAT 2014 37.105034
2295 Qatar QAT 2013 37.602880
2296 Qatar QAT 2012 39.582140
2297 Qatar QAT 2011 37.979493
2298 Qatar QAT 2010 35.548268
2299 Romania ROU 2020 3.564138
2300 Romania ROU 2019 3.817063
2301 Romania ROU 2018 3.861062
2302 Romania ROU 2017 3.788309
2303 Romania ROU 2016 3.633348
2304 Romania ROU 2015 3.699829
2305 Romania ROU 2014 3.593303
2306 Romania ROU 2013 3.607471
2307 Romania ROU 2012 4.080350
2308 Romania ROU 2011 4.171703
2309 Romania ROU 2010 3.832785
2310 Russian Federation RUS 2020 11.232288
2311 Russian Federation RUS 2019 11.797194
2312 Russian Federation RUS 2018 11.496571
2313 Russian Federation RUS 2017 11.035199
2314 Russian Federation RUS 2016 10.887427
2315 Russian Federation RUS 2015 11.052006
2316 Russian Federation RUS 2014 11.208208
2317 Russian Federation RUS 2013 11.377004
2318 Russian Federation RUS 2012 11.702065
2319 Russian Federation RUS 2011 11.884950
2320 Russian Federation RUS 2010 11.325401
2321 Rwanda RWA 2020 0.105124
2322 Rwanda RWA 2019 0.113058
2323 Rwanda RWA 2018 0.111987
2324 Rwanda RWA 2017 0.102655
2325 Rwanda RWA 2016 0.096221
2326 Rwanda RWA 2015 0.092798
2327 Rwanda RWA 2014 0.081271
2328 Rwanda RWA 2013 0.081404
2329 Rwanda RWA 2012 0.075102
2330 Rwanda RWA 2011 0.069592
2331 Rwanda RWA 2010 0.068259
2332 Samoa WSM 2020 0.960782
2333 Samoa WSM 2019 1.315212
2334 Samoa WSM 2018 1.185974
2335 Samoa WSM 2017 1.229109
2336 Samoa WSM 2016 1.200230
2337 Samoa WSM 2015 1.141125
2338 Samoa WSM 2014 1.027474
2339 Samoa WSM 2013 0.983800
2340 Samoa WSM 2012 0.999879
2341 Samoa WSM 2011 0.998212
2342 Samoa WSM 2010 0.988329
2343 San Marino SMR 2020 NaN
2344 San Marino SMR 2019 NaN
2345 San Marino SMR 2018 NaN
2346 San Marino SMR 2017 NaN
2347 San Marino SMR 2016 NaN
2348 San Marino SMR 2015 NaN
2349 San Marino SMR 2014 NaN
2350 San Marino SMR 2013 NaN
2351 San Marino SMR 2012 NaN
2352 San Marino SMR 2011 NaN
2353 San Marino SMR 2010 NaN
2354 Sao Tome and Principe STP 2020 0.645350
2355 Sao Tome and Principe STP 2019 0.653312
2356 Sao Tome and Principe STP 2018 0.650598
2357 Sao Tome and Principe STP 2017 0.646042
2358 Sao Tome and Principe STP 2016 0.628934
2359 Sao Tome and Principe STP 2015 0.614546
2360 Sao Tome and Principe STP 2014 0.603553
2361 Sao Tome and Principe STP 2013 0.626042
2362 Sao Tome and Principe STP 2012 0.624987
2363 Sao Tome and Principe STP 2011 0.540195
2364 Sao Tome and Principe STP 2010 0.564407
2365 Saudi Arabia SAU 2020 14.266585
2366 Saudi Arabia SAU 2019 14.703017
2367 Saudi Arabia SAU 2018 15.065500
2368 Saudi Arabia SAU 2017 16.077792
2369 Saudi Arabia SAU 2016 16.795103
2370 Saudi Arabia SAU 2015 17.257793
2371 Saudi Arabia SAU 2014 16.825236
2372 Saudi Arabia SAU 2013 15.983919
2373 Saudi Arabia SAU 2012 15.978016
2374 Saudi Arabia SAU 2011 15.381398
2375 Saudi Arabia SAU 2010 15.168386
2376 Senegal SEN 2020 0.649801
2377 Senegal SEN 2019 0.768575
2378 Senegal SEN 2018 0.653397
2379 Senegal SEN 2017 0.646585
2380 Senegal SEN 2016 0.686906
2381 Senegal SEN 2015 0.646795
2382 Senegal SEN 2014 0.613587
2383 Senegal SEN 2013 0.589383
2384 Senegal SEN 2012 0.563384
2385 Senegal SEN 2011 0.588030
2386 Senegal SEN 2010 0.560745
2387 Serbia SRB 2020 6.714517
2388 Serbia SRB 2019 6.627580
2389 Serbia SRB 2018 6.615354
2390 Serbia SRB 2017 6.743136
2391 Serbia SRB 2016 6.607094
2392 Serbia SRB 2015 6.399951
2393 Serbia SRB 2014 5.466697
2394 Serbia SRB 2013 6.486829
2395 Serbia SRB 2012 6.360565
2396 Serbia SRB 2011 7.081767
2397 Serbia SRB 2010 6.460168
2398 Seychelles SYC 2020 6.080518
2399 Seychelles SYC 2019 6.097823
2400 Seychelles SYC 2018 6.224551
2401 Seychelles SYC 2017 5.954530
2402 Seychelles SYC 2016 5.973996
2403 Seychelles SYC 2015 5.350089
2404 Seychelles SYC 2014 4.998960
2405 Seychelles SYC 2013 4.582597
2406 Seychelles SYC 2012 4.798251
2407 Seychelles SYC 2011 4.668291
2408 Seychelles SYC 2010 4.942631
2409 Sierra Leone SLE 2020 0.127278
2410 Sierra Leone SLE 2019 0.129094
2411 Sierra Leone SLE 2018 0.132765
2412 Sierra Leone SLE 2017 0.145880
2413 Sierra Leone SLE 2016 0.156233
2414 Sierra Leone SLE 2015 0.148262
2415 Sierra Leone SLE 2014 0.159312
2416 Sierra Leone SLE 2013 0.148000
2417 Sierra Leone SLE 2012 0.125902
2418 Sierra Leone SLE 2011 0.111140
2419 Sierra Leone SLE 2010 0.087032
2420 Singapore SGP 2020 7.686684
2421 Singapore SGP 2019 7.918410
2422 Singapore SGP 2018 8.018212
2423 Singapore SGP 2017 8.432300
2424 Singapore SGP 2016 8.019891
2425 Singapore SGP 2015 8.208109
2426 Singapore SGP 2014 8.117137
2427 Singapore SGP 2013 8.133170
2428 Singapore SGP 2012 8.224530
2429 Singapore SGP 2011 8.636110
2430 Singapore SGP 2010 8.354508
2431 Sint Maarten (Dutch part) SXM 2020 NaN
2432 Sint Maarten (Dutch part) SXM 2019 NaN
2433 Sint Maarten (Dutch part) SXM 2018 NaN
2434 Sint Maarten (Dutch part) SXM 2017 NaN
2435 Sint Maarten (Dutch part) SXM 2016 NaN
2436 Sint Maarten (Dutch part) SXM 2015 NaN
2437 Sint Maarten (Dutch part) SXM 2014 NaN
2438 Sint Maarten (Dutch part) SXM 2013 NaN
2439 Sint Maarten (Dutch part) SXM 2012 NaN
2440 Sint Maarten (Dutch part) SXM 2011 NaN
2441 Sint Maarten (Dutch part) SXM 2010 NaN
2442 Slovak Republic SVK 2020 5.319055
2443 Slovak Republic SVK 2019 5.689707
2444 Slovak Republic SVK 2018 6.059572
2445 Slovak Republic SVK 2017 6.173022
2446 Slovak Republic SVK 2016 5.799847
2447 Slovak Republic SVK 2015 5.670138
2448 Slovak Republic SVK 2014 5.617286
2449 Slovak Republic SVK 2013 6.081288
2450 Slovak Republic SVK 2012 5.981808
2451 Slovak Republic SVK 2011 6.319836
2452 Slovak Republic SVK 2010 6.571951
2453 Slovenia SVN 2020 5.934735
2454 Slovenia SVN 2019 6.543334
2455 Slovenia SVN 2018 6.785737
2456 Slovenia SVN 2017 6.834970
2457 Slovenia SVN 2016 6.732551
2458 Slovenia SVN 2015 6.367581
2459 Slovenia SVN 2014 6.359276
2460 Slovenia SVN 2013 7.062346
2461 Slovenia SVN 2012 7.351692
2462 Slovenia SVN 2011 7.648320
2463 Slovenia SVN 2010 7.701519
2464 Solomon Islands SLB 2020 0.323066
2465 Solomon Islands SLB 2019 0.451560
2466 Solomon Islands SLB 2018 0.456428
2467 Solomon Islands SLB 2017 0.458335
2468 Solomon Islands SLB 2016 0.474604
2469 Solomon Islands SLB 2015 0.496360
2470 Solomon Islands SLB 2014 0.570329
2471 Solomon Islands SLB 2013 0.667966
2472 Solomon Islands SLB 2012 0.626318
2473 Solomon Islands SLB 2011 0.642742
2474 Solomon Islands SLB 2010 0.634352
2475 Somalia SOM 2020 0.039935
2476 Somalia SOM 2019 0.041029
2477 Somalia SOM 2018 0.042573
2478 Somalia SOM 2017 0.044059
2479 Somalia SOM 2016 0.045785
2480 Somalia SOM 2015 0.046949
2481 Somalia SOM 2014 0.048530
2482 Somalia SOM 2013 0.050527
2483 Somalia SOM 2012 0.050296
2484 Somalia SOM 2011 0.051773
2485 Somalia SOM 2010 0.052483
2486 South Africa ZAF 2020 6.687563
2487 South Africa ZAF 2019 7.688908
2488 South Africa ZAF 2018 7.667377
2489 South Africa ZAF 2017 7.683708
2490 South Africa ZAF 2016 7.544590
2491 South Africa ZAF 2015 7.607189
2492 South Africa ZAF 2014 8.191153
2493 South Africa ZAF 2013 8.116435
2494 South Africa ZAF 2012 8.034649
2495 South Africa ZAF 2011 7.808054
2496 South Africa ZAF 2010 8.217612
2497 South Sudan SSD 2020 0.164309
2498 South Sudan SSD 2019 0.174642
2499 South Sudan SSD 2018 0.170163
2500 South Sudan SSD 2017 0.141872
2501 South Sudan SSD 2016 0.156351
2502 South Sudan SSD 2015 0.175929
2503 South Sudan SSD 2014 0.135518
2504 South Sudan SSD 2013 0.130839
2505 South Sudan SSD 2012 0.132560
2506 South Sudan SSD 2011 0.125081
2507 South Sudan SSD 2010 0.135186
2508 Spain ESP 2020 4.279595
2509 Spain ESP 2019 5.131799
2510 Spain ESP 2018 5.521060
2511 Spain ESP 2017 5.681591
2512 Spain ESP 2016 5.340585
2513 Spain ESP 2015 5.538855
2514 Spain ESP 2014 5.206009
2515 Spain ESP 2013 5.229401
2516 Spain ESP 2012 5.778549
2517 Spain ESP 2011 5.893329
2518 Spain ESP 2010 5.885763
2519 Sri Lanka LKA 2020 0.996683
2520 Sri Lanka LKA 2019 1.074526
2521 Sri Lanka LKA 2018 1.000937
2522 Sri Lanka LKA 2017 1.075961
2523 Sri Lanka LKA 2016 1.081310
2524 Sri Lanka LKA 2015 0.901775
2525 Sri Lanka LKA 2014 0.821975
2526 Sri Lanka LKA 2013 0.683729
2527 Sri Lanka LKA 2012 0.829818
2528 Sri Lanka LKA 2011 0.738753
2529 Sri Lanka LKA 2010 0.632449
2530 St. Kitts and Nevis KNA 2020 4.848663
2531 St. Kitts and Nevis KNA 2019 5.187374
2532 St. Kitts and Nevis KNA 2018 5.133896
2533 St. Kitts and Nevis KNA 2017 5.085278
2534 St. Kitts and Nevis KNA 2016 5.118440
2535 St. Kitts and Nevis KNA 2015 4.971751
2536 St. Kitts and Nevis KNA 2014 4.779343
2537 St. Kitts and Nevis KNA 2013 4.756422
2538 St. Kitts and Nevis KNA 2012 4.800218
2539 St. Kitts and Nevis KNA 2011 4.968370
2540 St. Kitts and Nevis KNA 2010 4.835137
2541 St. Lucia LCA 2020 2.785139
2542 St. Lucia LCA 2019 2.993566
2543 St. Lucia LCA 2018 2.967598
2544 St. Lucia LCA 2017 2.996675
2545 St. Lucia LCA 2016 2.865435
2546 St. Lucia LCA 2015 2.853840
2547 St. Lucia LCA 2014 2.894099
2548 St. Lucia LCA 2013 2.910713
2549 St. Lucia LCA 2012 2.928537
2550 St. Lucia LCA 2011 2.913823
2551 St. Lucia LCA 2010 2.970135
2552 St. Martin (French part) MAF 2020 NaN
2553 St. Martin (French part) MAF 2019 NaN
2554 St. Martin (French part) MAF 2018 NaN
2555 St. Martin (French part) MAF 2017 NaN
2556 St. Martin (French part) MAF 2016 NaN
2557 St. Martin (French part) MAF 2015 NaN
2558 St. Martin (French part) MAF 2014 NaN
2559 St. Martin (French part) MAF 2013 NaN
2560 St. Martin (French part) MAF 2012 NaN
2561 St. Martin (French part) MAF 2011 NaN
2562 St. Martin (French part) MAF 2010 NaN
2563 St. Vincent and the Grenadines VCT 2020 2.100696
2564 St. Vincent and the Grenadines VCT 2019 2.240669
2565 St. Vincent and the Grenadines VCT 2018 2.396444
2566 St. Vincent and the Grenadines VCT 2017 2.132659
2567 St. Vincent and the Grenadines VCT 2016 2.408388
2568 St. Vincent and the Grenadines VCT 2015 2.314945
2569 St. Vincent and the Grenadines VCT 2014 2.502058
2570 St. Vincent and the Grenadines VCT 2013 2.106096
2571 St. Vincent and the Grenadines VCT 2012 2.227917
2572 St. Vincent and the Grenadines VCT 2011 2.068940
2573 St. Vincent and the Grenadines VCT 2010 2.137081
2574 Sudan SDN 2020 0.467954
2575 Sudan SDN 2019 0.511923
2576 Sudan SDN 2018 0.515971
2577 Sudan SDN 2017 0.530472
2578 Sudan SDN 2016 0.546080
2579 Sudan SDN 2015 0.504548
2580 Sudan SDN 2014 0.450190
2581 Sudan SDN 2013 0.440480
2582 Sudan SDN 2012 0.449556
2583 Sudan SDN 2011 0.463009
2584 Sudan SDN 2010 0.486883
2585 Suriname SUR 2020 4.285077
2586 Suriname SUR 2019 4.425813
2587 Suriname SUR 2018 3.615422
2588 Suriname SUR 2017 4.160144
2589 Suriname SUR 2016 5.081900
2590 Suriname SUR 2015 4.733655
2591 Suriname SUR 2014 4.599057
2592 Suriname SUR 2013 4.060328
2593 Suriname SUR 2012 4.374811
2594 Suriname SUR 2011 3.536619
2595 Suriname SUR 2010 3.195264
2596 Sweden SWE 2020 3.242989
2597 Sweden SWE 2019 3.401594
2598 Sweden SWE 2018 3.529744
2599 Sweden SWE 2017 3.794924
2600 Sweden SWE 2016 3.899110
2601 Sweden SWE 2015 3.992179
2602 Sweden SWE 2014 4.021510
2603 Sweden SWE 2013 4.206928
2604 Sweden SWE 2012 4.411698
2605 Sweden SWE 2011 4.704307
2606 Sweden SWE 2010 5.116747
2607 Switzerland CHE 2020 4.042073
2608 Switzerland CHE 2019 4.358610
2609 Switzerland CHE 2018 4.402144
2610 Switzerland CHE 2017 4.578766
2611 Switzerland CHE 2016 4.737239
2612 Switzerland CHE 2015 4.719745
2613 Switzerland CHE 2014 4.859568
2614 Switzerland CHE 2013 5.381300
2615 Switzerland CHE 2012 5.316661
2616 Switzerland CHE 2011 5.206045
2617 Switzerland CHE 2010 5.777422
2618 Syrian Arab Republic SYR 2020 1.214802
2619 Syrian Arab Republic SYR 2019 1.335459
2620 Syrian Arab Republic SYR 2018 1.463944
2621 Syrian Arab Republic SYR 2017 1.358789
2622 Syrian Arab Republic SYR 2016 1.290802
2623 Syrian Arab Republic SYR 2015 1.315307
2624 Syrian Arab Republic SYR 2014 1.325408
2625 Syrian Arab Republic SYR 2013 1.428026
2626 Syrian Arab Republic SYR 2012 1.992393
2627 Syrian Arab Republic SYR 2011 2.532364
2628 Syrian Arab Republic SYR 2010 2.734887
2629 Tajikistan TJK 2020 0.977533
2630 Tajikistan TJK 2019 0.960233
2631 Tajikistan TJK 2018 0.887071
2632 Tajikistan TJK 2017 0.757121
2633 Tajikistan TJK 2016 0.629971
2634 Tajikistan TJK 2015 0.575406
2635 Tajikistan TJK 2014 0.550493
2636 Tajikistan TJK 2013 0.392682
2637 Tajikistan TJK 2012 0.378966
2638 Tajikistan TJK 2011 0.329385
2639 Tajikistan TJK 2010 0.321041
2640 Tanzania TZA 2020 0.233946
2641 Tanzania TZA 2019 0.249877
2642 Tanzania TZA 2018 0.206900
2643 Tanzania TZA 2017 0.207214
2644 Tanzania TZA 2016 0.195709
2645 Tanzania TZA 2015 0.204898
2646 Tanzania TZA 2014 0.198919
2647 Tanzania TZA 2013 0.217202
2648 Tanzania TZA 2012 0.200642
2649 Tanzania TZA 2011 0.172779
2650 Tanzania TZA 2010 0.153177
2651 Thailand THA 2020 3.714256
2652 Thailand THA 2019 3.849044
2653 Thailand THA 2018 3.718428
2654 Thailand THA 2017 3.767897
2655 Thailand THA 2016 3.794470
2656 Thailand THA 2015 3.824676
2657 Thailand THA 2014 3.736042
2658 Thailand THA 2013 3.804057
2659 Thailand THA 2012 3.705856
2660 Thailand THA 2011 3.477785
2661 Thailand THA 2010 3.526682
2662 Timor-Leste TLS 2020 0.343155
2663 Timor-Leste TLS 2019 0.482335
2664 Timor-Leste TLS 2018 0.404249
2665 Timor-Leste TLS 2017 0.451886
2666 Timor-Leste TLS 2016 0.423743
2667 Timor-Leste TLS 2015 0.362577
2668 Timor-Leste TLS 2014 0.379633
2669 Timor-Leste TLS 2013 0.313717
2670 Timor-Leste TLS 2012 0.264047
2671 Timor-Leste TLS 2011 0.226779
2672 Timor-Leste TLS 2010 0.224256
2673 Togo TGO 2020 0.286062
2674 Togo TGO 2019 0.296284
2675 Togo TGO 2018 0.272150
2676 Togo TGO 2017 0.257068
2677 Togo TGO 2016 0.300939
2678 Togo TGO 2015 0.244285
2679 Togo TGO 2014 0.217950
2680 Togo TGO 2013 0.246122
2681 Togo TGO 2012 0.322783
2682 Togo TGO 2011 0.372755
2683 Togo TGO 2010 0.400207
2684 Tonga TON 2020 1.122048
2685 Tonga TON 2019 1.538813
2686 Tonga TON 2018 1.276272
2687 Tonga TON 2017 1.260731
2688 Tonga TON 2016 1.172108
2689 Tonga TON 2015 1.035601
2690 Tonga TON 2014 1.063530
2691 Tonga TON 2013 1.071072
2692 Tonga TON 2012 1.016725
2693 Tonga TON 2011 0.998039
2694 Tonga TON 2010 1.096077
2695 Trinidad and Tobago TTO 2020 10.157119
2696 Trinidad and Tobago TTO 2019 11.313032
2697 Trinidad and Tobago TTO 2018 11.805406
2698 Trinidad and Tobago TTO 2017 12.325588
2699 Trinidad and Tobago TTO 2016 12.448939
2700 Trinidad and Tobago TTO 2015 14.594532
2701 Trinidad and Tobago TTO 2014 15.175289
2702 Trinidad and Tobago TTO 2013 15.399357
2703 Trinidad and Tobago TTO 2012 15.029045
2704 Trinidad and Tobago TTO 2011 15.663864
2705 Trinidad and Tobago TTO 2010 15.204610
2706 Tunisia TUN 2020 2.408623
2707 Tunisia TUN 2019 2.576495
2708 Tunisia TUN 2018 2.599765
2709 Tunisia TUN 2017 2.602781
2710 Tunisia TUN 2016 2.594443
2711 Tunisia TUN 2015 2.736460
2712 Tunisia TUN 2014 2.710311
2713 Tunisia TUN 2013 2.531078
2714 Tunisia TUN 2012 2.604725
2715 Tunisia TUN 2011 2.421693
2716 Tunisia TUN 2010 2.599480
2717 Turkiye TUR 2020 4.885864
2718 Turkiye TUR 2019 4.828961
2719 Turkiye TUR 2018 5.086920
2720 Turkiye TUR 2017 5.205879
2721 Turkiye TUR 2016 4.747839
2722 Turkiye TUR 2015 4.518290
2723 Turkiye TUR 2014 4.426835
2724 Turkiye TUR 2013 4.190395
2725 Turkiye TUR 2012 4.387019
2726 Turkiye TUR 2011 4.292989
2727 Turkiye TUR 2010 4.071715
2728 Turkmenistan TKM 2020 10.184086
2729 Turkmenistan TKM 2019 10.267536
2730 Turkmenistan TKM 2018 10.439722
2731 Turkmenistan TKM 2017 10.701659
2732 Turkmenistan TKM 2016 10.919116
2733 Turkmenistan TKM 2015 11.060151
2734 Turkmenistan TKM 2014 10.981340
2735 Turkmenistan TKM 2013 11.473095
2736 Turkmenistan TKM 2012 12.229784
2737 Turkmenistan TKM 2011 12.139339
2738 Turkmenistan TKM 2010 11.232999
2739 Turks and Caicos Islands TCA 2020 NaN
2740 Turks and Caicos Islands TCA 2019 NaN
2741 Turks and Caicos Islands TCA 2018 NaN
2742 Turks and Caicos Islands TCA 2017 NaN
2743 Turks and Caicos Islands TCA 2016 NaN
2744 Turks and Caicos Islands TCA 2015 NaN
2745 Turks and Caicos Islands TCA 2014 NaN
2746 Turks and Caicos Islands TCA 2013 NaN
2747 Turks and Caicos Islands TCA 2012 NaN
2748 Turks and Caicos Islands TCA 2011 NaN
2749 Turks and Caicos Islands TCA 2010 NaN
2750 Tuvalu TUV 2020 0.596260
2751 Tuvalu TUV 2019 0.812340
2752 Tuvalu TUV 2018 0.809940
2753 Tuvalu TUV 2017 0.711119
2754 Tuvalu TUV 2016 0.691117
2755 Tuvalu TUV 2015 0.707916
2756 Tuvalu TUV 2014 0.779888
2757 Tuvalu TUV 2013 0.796849
2758 Tuvalu TUV 2012 0.902893
2759 Tuvalu TUV 2011 0.953271
2760 Tuvalu TUV 2010 0.909953
2761 Uganda UGA 2020 0.127793
2762 Uganda UGA 2019 0.138373
2763 Uganda UGA 2018 0.141311
2764 Uganda UGA 2017 0.128890
2765 Uganda UGA 2016 0.127652
2766 Uganda UGA 2015 0.125732
2767 Uganda UGA 2014 0.113170
2768 Uganda UGA 2013 0.104733
2769 Uganda UGA 2012 0.110205
2770 Uganda UGA 2011 0.112453
2771 Uganda UGA 2010 0.103025
2772 Ukraine UKR 2020 3.753816
2773 Ukraine UKR 2019 3.933653
2774 Ukraine UKR 2018 4.159868
2775 Ukraine UKR 2017 3.902161
2776 Ukraine UKR 2016 4.480766
2777 Ukraine UKR 2015 4.231467
2778 Ukraine UKR 2014 5.251102
2779 Ukraine UKR 2013 5.941323
2780 Ukraine UKR 2012 6.077865
2781 Ukraine UKR 2011 6.199227
2782 Ukraine UKR 2010 5.862661
2783 United Arab Emirates ARE 2020 20.252272
2784 United Arab Emirates ARE 2019 20.153345
2785 United Arab Emirates ARE 2018 19.060950
2786 United Arab Emirates ARE 2017 21.165498
2787 United Arab Emirates ARE 2016 22.280703
2788 United Arab Emirates ARE 2015 21.914502
2789 United Arab Emirates ARE 2014 21.122774
2790 United Arab Emirates ARE 2013 21.133916
2791 United Arab Emirates ARE 2012 20.275652
2792 United Arab Emirates ARE 2011 19.431780
2793 United Arab Emirates ARE 2010 19.192796
2794 United Kingdom GBR 2020 4.601142
2795 United Kingdom GBR 2019 5.175842
2796 United Kingdom GBR 2018 5.425128
2797 United Kingdom GBR 2017 5.553291
2798 United Kingdom GBR 2016 5.824503
2799 United Kingdom GBR 2015 6.159376
2800 United Kingdom GBR 2014 6.433347
2801 United Kingdom GBR 2013 7.076100
2802 United Kingdom GBR 2012 7.344261
2803 United Kingdom GBR 2011 7.044843
2804 United Kingdom GBR 2010 7.689567
2805 United States USA 2020 13.032828
2806 United States USA 2019 14.673381
2807 United States USA 2018 15.222518
2808 United States USA 2017 14.823245
2809 United States USA 2016 15.149883
2810 United States USA 2015 15.560015
2811 United States USA 2014 16.040917
2812 United States USA 2013 16.111175
2813 United States USA 2012 15.789760
2814 United States USA 2011 16.604190
2815 United States USA 2010 17.431737
2816 Uruguay URY 2020 1.899719
2817 Uruguay URY 2019 1.985382
2818 Uruguay URY 2018 1.910015
2819 Uruguay URY 2017 1.783590
2820 Uruguay URY 2016 1.911408
2821 Uruguay URY 2015 1.956379
2822 Uruguay URY 2014 1.916582
2823 Uruguay URY 2013 2.176045
2824 Uruguay URY 2012 2.526658
2825 Uruguay URY 2011 2.262558
2826 Uruguay URY 2010 1.874278
2827 Uzbekistan UZB 2020 3.376304
2828 Uzbekistan UZB 2019 3.504663
2829 Uzbekistan UZB 2018 3.420323
2830 Uzbekistan UZB 2017 3.387257
2831 Uzbekistan UZB 2016 3.307405
2832 Uzbekistan UZB 2015 3.174495
2833 Uzbekistan UZB 2014 3.409634
2834 Uzbekistan UZB 2013 3.698567
2835 Uzbekistan UZB 2012 3.799903
2836 Uzbekistan UZB 2011 4.384333
2837 Uzbekistan UZB 2010 4.419814
2838 Vanuatu VUT 2020 0.389175
2839 Vanuatu VUT 2019 0.548285
2840 Vanuatu VUT 2018 0.597044
2841 Vanuatu VUT 2017 0.485807
2842 Vanuatu VUT 2016 0.534217
2843 Vanuatu VUT 2015 0.485823
2844 Vanuatu VUT 2014 0.588678
2845 Vanuatu VUT 2013 0.424613
2846 Vanuatu VUT 2012 0.468301
2847 Vanuatu VUT 2011 0.534036
2848 Vanuatu VUT 2010 0.517818
2849 Venezuela, RB VEN 2020 2.545028
2850 Venezuela, RB VEN 2019 3.710599
2851 Venezuela, RB VEN 2018 4.363961
2852 Venezuela, RB VEN 2017 4.573681
2853 Venezuela, RB VEN 2016 4.894585
2854 Venezuela, RB VEN 2015 5.343217
2855 Venezuela, RB VEN 2014 5.936295
2856 Venezuela, RB VEN 2013 6.046735
2857 Venezuela, RB VEN 2012 6.146121
2858 Venezuela, RB VEN 2011 5.500369
2859 Venezuela, RB VEN 2010 5.714835
2860 Viet Nam VNM 2020 3.676440
2861 Viet Nam VNM 2019 3.567848
2862 Viet Nam VNM 2018 3.014711
2863 Viet Nam VNM 2017 2.444645
2864 Viet Nam VNM 2016 2.384160
2865 Viet Nam VNM 2015 2.185815
2866 Viet Nam VNM 2014 1.980575
2867 Viet Nam VNM 2013 1.820112
2868 Viet Nam VNM 2012 1.741551
2869 Viet Nam VNM 2011 1.765420
2870 Viet Nam VNM 2010 1.732202
2871 Virgin Islands (U.S.) VIR 2020 NaN
2872 Virgin Islands (U.S.) VIR 2019 NaN
2873 Virgin Islands (U.S.) VIR 2018 NaN
2874 Virgin Islands (U.S.) VIR 2017 NaN
2875 Virgin Islands (U.S.) VIR 2016 NaN
2876 Virgin Islands (U.S.) VIR 2015 NaN
2877 Virgin Islands (U.S.) VIR 2014 NaN
2878 Virgin Islands (U.S.) VIR 2013 NaN
2879 Virgin Islands (U.S.) VIR 2012 NaN
2880 Virgin Islands (U.S.) VIR 2011 NaN
2881 Virgin Islands (U.S.) VIR 2010 NaN
2882 West Bank and Gaza PSE 2020 NaN
2883 West Bank and Gaza PSE 2019 NaN
2884 West Bank and Gaza PSE 2018 NaN
2885 West Bank and Gaza PSE 2017 NaN
2886 West Bank and Gaza PSE 2016 NaN
2887 West Bank and Gaza PSE 2015 NaN
2888 West Bank and Gaza PSE 2014 NaN
2889 West Bank and Gaza PSE 2013 NaN
2890 West Bank and Gaza PSE 2012 NaN
2891 West Bank and Gaza PSE 2011 NaN
2892 West Bank and Gaza PSE 2010 NaN
2893 Yemen, Rep. YEM 2020 0.308515
2894 Yemen, Rep. YEM 2019 0.354864
2895 Yemen, Rep. YEM 2018 0.368614
2896 Yemen, Rep. YEM 2017 0.322370
2897 Yemen, Rep. YEM 2016 0.342802
2898 Yemen, Rep. YEM 2015 0.475240
2899 Yemen, Rep. YEM 2014 0.988347
2900 Yemen, Rep. YEM 2013 1.031167
2901 Yemen, Rep. YEM 2012 0.801288
2902 Yemen, Rep. YEM 2011 0.900866
2903 Yemen, Rep. YEM 2010 1.027803
2904 Zambia ZMB 2020 0.401903
2905 Zambia ZMB 2019 0.414336
2906 Zambia ZMB 2018 0.440527
2907 Zambia ZMB 2017 0.393726
2908 Zambia ZMB 2016 0.316995
2909 Zambia ZMB 2015 0.305055
2910 Zambia ZMB 2014 0.297755
2911 Zambia ZMB 2013 0.278215
2912 Zambia ZMB 2012 0.273340
2913 Zambia ZMB 2011 0.213847
2914 Zambia ZMB 2010 0.192639
2915 Zimbabwe ZWE 2020 0.530484
2916 Zimbabwe ZWE 2019 0.663338
2917 Zimbabwe ZWE 2018 0.735435
2918 Zimbabwe ZWE 2017 0.663069
2919 Zimbabwe ZWE 2016 0.723062
2920 Zimbabwe ZWE 2015 0.846962
2921 Zimbabwe ZWE 2014 0.866838
2922 Zimbabwe ZWE 2013 0.901248
2923 Zimbabwe ZWE 2012 0.901214
2924 Zimbabwe ZWE 2011 0.871932
2925 Zimbabwe ZWE 2010 0.741290
In [77]:
worldbank_CO2 = pd.DataFrame(worldbank_CO2)
excel_worldbank_CO2 = "worldbank_CO2.xlsx"
worldbank_CO2.to_excel(excel_worldbank_CO2, index=False)
In [78]:
indicator =  'NY.GDP.PCAP.CD?date=2010:2020'
url = "http://api.worldbank.org/v2/countries/all/indicators/%s&format=json&per_page=5000" % indicator
response = requests.get(url)
result = response.content
result = json.loads(result)
worldbank_gdp = pd.DataFrame.from_dict(result[1])
worldbank_gdp['country'] = worldbank_gdp[['country']].applymap(lambda x : x['value'])
worldbank_gdp.country.unique()
worldbank_gdp = worldbank_gdp[['country', 'countryiso3code', 'date', 'value']]
worldbank_gdp.columns = ['Country_name', 'countrycode', 'year', 'GDP_per_capita']
worldbank_gdp
Out[78]:
Country_name countrycode year GDP_per_capita
0 Africa Eastern and Southern AFE 2020 1355.805923
1 Africa Eastern and Southern AFE 2019 1507.982881
2 Africa Eastern and Southern AFE 2018 1558.307482
3 Africa Eastern and Southern AFE 2017 1485.522597
4 Africa Eastern and Southern AFE 2016 1346.152564
5 Africa Eastern and Southern AFE 2015 1498.738230
6 Africa Eastern and Southern AFE 2014 1678.554977
7 Africa Eastern and Southern AFE 2013 1696.342890
8 Africa Eastern and Southern AFE 2012 1727.355804
9 Africa Eastern and Southern AFE 2011 1763.278672
10 Africa Eastern and Southern AFE 2010 1627.409881
11 Africa Western and Central AFW 2020 1688.075575
12 Africa Western and Central AFW 2019 1812.446822
13 Africa Western and Central AFW 2018 1735.374911
14 Africa Western and Central AFW 2017 1590.277754
15 Africa Western and Central AFW 2016 1648.762676
16 Africa Western and Central AFW 2015 1882.264038
17 Africa Western and Central AFW 2014 2248.316255
18 Africa Western and Central AFW 2013 2154.150832
19 Africa Western and Central AFW 2012 1957.917784
20 Africa Western and Central AFW 2011 1861.381068
21 Africa Western and Central AFW 2010 1679.887830
22 Arab World ARB 2020 5644.142570
23 Arab World ARB 2019 6504.789633
24 Arab World ARB 2018 6579.417105
25 Arab World ARB 2017 6022.024050
26 Arab World ARB 2016 5972.565951
27 Arab World ARB 2015 6205.500065
28 Arab World ARB 2014 7237.439835
29 Arab World ARB 2013 7292.971715
30 Arab World ARB 2012 7301.478406
31 Arab World ARB 2011 6831.999297
32 Arab World ARB 2010 6396.078487
33 Caribbean small states CSS 2020 8846.494092
34 Caribbean small states CSS 2019 10405.803209
35 Caribbean small states CSS 2018 10378.905763
36 Caribbean small states CSS 2017 10101.698337
37 Caribbean small states CSS 2016 9805.586748
38 Caribbean small states CSS 2015 10484.869963
39 Caribbean small states CSS 2014 10730.903392
40 Caribbean small states CSS 2013 10560.261394
41 Caribbean small states CSS 2012 10464.826975
42 Caribbean small states CSS 2011 9967.736396
43 Caribbean small states CSS 2010 9271.400098
44 Central Europe and the Baltics CEB 2020 16297.964101
45 Central Europe and the Baltics CEB 2019 16349.945827
46 Central Europe and the Baltics CEB 2018 16078.207265
47 Central Europe and the Baltics CEB 2017 14223.338676
48 Central Europe and the Baltics CEB 2016 12783.180837
49 Central Europe and the Baltics CEB 2015 12526.593008
50 Central Europe and the Baltics CEB 2014 14142.318734
51 Central Europe and the Baltics CEB 2013 13667.035465
52 Central Europe and the Baltics CEB 2012 13075.402625
53 Central Europe and the Baltics CEB 2011 13964.093831
54 Central Europe and the Baltics CEB 2010 12607.860470
55 Early-demographic dividend EAR 2020 3242.515083
56 Early-demographic dividend EAR 2019 3521.644206
57 Early-demographic dividend EAR 2018 3493.678564
58 Early-demographic dividend EAR 2017 3498.575677
59 Early-demographic dividend EAR 2016 3278.241801
60 Early-demographic dividend EAR 2015 3227.845551
61 Early-demographic dividend EAR 2014 3440.554275
62 Early-demographic dividend EAR 2013 3373.558109
63 Early-demographic dividend EAR 2012 3375.021425
64 Early-demographic dividend EAR 2011 3274.592048
65 Early-demographic dividend EAR 2010 3015.332652
66 East Asia & Pacific EAS 2020 11487.311342
67 East Asia & Pacific EAS 2019 11484.417272
68 East Asia & Pacific EAS 2018 11312.904364
69 East Asia & Pacific EAS 2017 10454.524326
70 East Asia & Pacific EAS 2016 9856.581539
71 East Asia & Pacific EAS 2015 9586.061906
72 East Asia & Pacific EAS 2014 9695.923458
73 East Asia & Pacific EAS 2013 9468.669123
74 East Asia & Pacific EAS 2012 9436.836164
75 East Asia & Pacific EAS 2011 8893.522785
76 East Asia & Pacific EAS 2010 7726.909712
77 East Asia & Pacific (excluding high income) EAP 2020 8262.990946
78 East Asia & Pacific (excluding high income) EAP 2019 8172.023756
79 East Asia & Pacific (excluding high income) EAP 2018 7944.814368
80 East Asia & Pacific (excluding high income) EAP 2017 7151.338608
81 East Asia & Pacific (excluding high income) EAP 2016 6592.555408
82 East Asia & Pacific (excluding high income) EAP 2015 6500.072750
83 East Asia & Pacific (excluding high income) EAP 2014 6292.357183
84 East Asia & Pacific (excluding high income) EAP 2013 5881.992431
85 East Asia & Pacific (excluding high income) EAP 2012 5376.652825
86 East Asia & Pacific (excluding high income) EAP 2011 4863.695780
87 East Asia & Pacific (excluding high income) EAP 2010 4012.172398
88 East Asia & Pacific (IDA & IBRD countries) TEA 2020 8354.747371
89 East Asia & Pacific (IDA & IBRD countries) TEA 2019 8262.811559
90 East Asia & Pacific (IDA & IBRD countries) TEA 2018 8033.191325
91 East Asia & Pacific (IDA & IBRD countries) TEA 2017 7231.043138
92 East Asia & Pacific (IDA & IBRD countries) TEA 2016 6666.248262
93 East Asia & Pacific (IDA & IBRD countries) TEA 2015 6572.915168
94 East Asia & Pacific (IDA & IBRD countries) TEA 2014 6363.068071
95 East Asia & Pacific (IDA & IBRD countries) TEA 2013 5948.319538
96 East Asia & Pacific (IDA & IBRD countries) TEA 2012 5437.548844
97 East Asia & Pacific (IDA & IBRD countries) TEA 2011 4919.038742
98 East Asia & Pacific (IDA & IBRD countries) TEA 2010 4058.012962
99 Euro area EMU 2020 37914.857805
100 Euro area EMU 2019 38902.824779
101 Euro area EMU 2018 39753.124912
102 Euro area EMU 2017 36877.962222
103 Euro area EMU 2016 34888.741685
104 Euro area EMU 2015 34117.724157
105 Euro area EMU 2014 39593.962152
106 Euro area EMU 2013 38805.905575
107 Euro area EMU 2012 37290.426888
108 Euro area EMU 2011 40329.091058
109 Euro area EMU 2010 37303.161626
110 Europe & Central Asia ECS 2020 24021.796031
111 Europe & Central Asia ECS 2019 24892.393549
112 Europe & Central Asia ECS 2018 25276.819444
113 Europe & Central Asia ECS 2017 23688.057657
114 Europe & Central Asia ECS 2016 22411.242080
115 Europe & Central Asia ECS 2015 22588.588574
116 Europe & Central Asia ECS 2014 26348.269490
117 Europe & Central Asia ECS 2013 26100.946145
118 Europe & Central Asia ECS 2012 25096.864419
119 Europe & Central Asia ECS 2011 26146.890100
120 Europe & Central Asia ECS 2010 23635.810086
121 Europe & Central Asia (excluding high income) ECA 2020 7477.878431
122 Europe & Central Asia (excluding high income) ECA 2019 8153.193434
123 Europe & Central Asia (excluding high income) ECA 2018 8025.155608
124 Europe & Central Asia (excluding high income) ECA 2017 7900.555316
125 Europe & Central Asia (excluding high income) ECA 2016 7075.874655
126 Europe & Central Asia (excluding high income) ECA 2015 7486.327414
127 Europe & Central Asia (excluding high income) ECA 2014 9914.029044
128 Europe & Central Asia (excluding high income) ECA 2013 10762.528056
129 Europe & Central Asia (excluding high income) ECA 2012 10211.120232
130 Europe & Central Asia (excluding high income) ECA 2011 9624.482205
131 Europe & Central Asia (excluding high income) ECA 2010 7790.257411
132 Europe & Central Asia (IDA & IBRD countries) TEC 2020 8455.237621
133 Europe & Central Asia (IDA & IBRD countries) TEC 2019 9039.800280
134 Europe & Central Asia (IDA & IBRD countries) TEC 2018 8897.540803
135 Europe & Central Asia (IDA & IBRD countries) TEC 2017 8565.507961
136 Europe & Central Asia (IDA & IBRD countries) TEC 2016 7670.482889
137 Europe & Central Asia (IDA & IBRD countries) TEC 2015 8020.645993
138 Europe & Central Asia (IDA & IBRD countries) TEC 2014 10318.163840
139 Europe & Central Asia (IDA & IBRD countries) TEC 2013 10974.084175
140 Europe & Central Asia (IDA & IBRD countries) TEC 2012 10423.472573
141 Europe & Central Asia (IDA & IBRD countries) TEC 2011 10026.168863
142 Europe & Central Asia (IDA & IBRD countries) TEC 2010 8281.561566
143 European Union EUU 2020 34356.574618
144 European Union EUU 2019 35079.534296
145 European Union EUU 2018 35751.572584
146 European Union EUU 2017 33090.634399
147 European Union EUU 2016 31174.033875
148 European Union EUU 2015 30487.156175
149 European Union EUU 2014 35282.027301
150 European Union EUU 2013 34564.582548
151 European Union EUU 2012 33169.118097
152 European Union EUU 2011 35767.082737
153 European Union EUU 2010 32965.582963
154 Fragile and conflict affected situations FCS 2020 1700.985671
155 Fragile and conflict affected situations FCS 2019 1919.783251
156 Fragile and conflict affected situations FCS 2018 1852.318463
157 Fragile and conflict affected situations FCS 2017 1690.847142
158 Fragile and conflict affected situations FCS 2016 1662.735974
159 Fragile and conflict affected situations FCS 2015 1845.280587
160 Fragile and conflict affected situations FCS 2014 2396.216367
161 Fragile and conflict affected situations FCS 2013 2311.248937
162 Fragile and conflict affected situations FCS 2012 2279.525176
163 Fragile and conflict affected situations FCS 2011 2088.742057
164 Fragile and conflict affected situations FCS 2010 2295.711882
165 Heavily indebted poor countries (HIPC) HPC 2020 968.465881
166 Heavily indebted poor countries (HIPC) HPC 2019 985.130487
167 Heavily indebted poor countries (HIPC) HPC 2018 977.237530
168 Heavily indebted poor countries (HIPC) HPC 2017 940.611779
169 Heavily indebted poor countries (HIPC) HPC 2016 901.237537
170 Heavily indebted poor countries (HIPC) HPC 2015 917.579421
171 Heavily indebted poor countries (HIPC) HPC 2014 982.518810
172 Heavily indebted poor countries (HIPC) HPC 2013 955.103186
173 Heavily indebted poor countries (HIPC) HPC 2012 876.366856
174 Heavily indebted poor countries (HIPC) HPC 2011 872.425638
175 Heavily indebted poor countries (HIPC) HPC 2010 809.616317
176 High income 2020 43457.698244
177 High income 2019 44725.995093
178 High income 2018 44528.168742
179 High income 2017 42077.843001
180 High income 2016 40428.179375
181 High income 2015 39811.480182
182 High income 2014 42412.129717
183 High income 2013 41752.361919
184 High income 2012 41480.864148
185 High income 2011 41688.734843
186 High income 2010 38768.187711
187 IBRD only IBD 2020 6177.526395
188 IBRD only IBD 2019 6460.501165
189 IBRD only IBD 2018 6373.970462
190 IBRD only IBD 2017 6043.460397
191 IBRD only IBD 2016 5523.361421
192 IBRD only IBD 2015 5536.382163
193 IBRD only IBD 2014 5971.514742
194 IBRD only IBD 2013 5839.260740
195 IBRD only IBD 2012 5596.079933
196 IBRD only IBD 2011 5320.923001
197 IBRD only IBD 2010 4541.138234
198 IDA & IBRD total IBT 2020 4901.569304
199 IDA & IBRD total IBT 2019 5140.641855
200 IDA & IBRD total IBT 2018 5084.854052
201 IDA & IBRD total IBT 2017 4833.730926
202 IDA & IBRD total IBT 2016 4453.446424
203 IDA & IBRD total IBT 2015 4480.953737
204 IDA & IBRD total IBT 2014 4832.439720
205 IDA & IBRD total IBT 2013 4723.568041
206 IDA & IBRD total IBT 2012 4528.992032
207 IDA & IBRD total IBT 2011 4321.532936
208 IDA & IBRD total IBT 2010 3745.008547
209 IDA blend IDB 2020 1722.417770
210 IDA blend IDB 2019 1876.654806
211 IDA blend IDB 2018 1877.776724
212 IDA blend IDB 2017 1753.270831
213 IDA blend IDB 2016 1820.081190
214 IDA blend IDB 2015 1987.567534
215 IDA blend IDB 2014 2135.840663
216 IDA blend IDB 2013 2008.212960
217 IDA blend IDB 2012 1885.398591
218 IDA blend IDB 2011 1734.112395
219 IDA blend IDB 2010 1553.523173
220 IDA only IDX 2020 1200.249071
221 IDA only IDX 2019 1214.582592
222 IDA only IDX 2018 1181.353141
223 IDA only IDX 2017 1135.827025
224 IDA only IDX 2016 1077.194178
225 IDA only IDX 2015 1041.905191
226 IDA only IDX 2014 1068.566879
227 IDA only IDX 2013 1021.094144
228 IDA only IDX 2012 958.983338
229 IDA only IDX 2011 979.639015
230 IDA only IDX 2010 1100.591876
231 IDA total IDA 2020 1373.087617
232 IDA total IDA 2019 1434.100097
233 IDA total IDA 2018 1412.711942
234 IDA total IDA 2017 1341.335826
235 IDA total IDA 2016 1325.019041
236 IDA total IDA 2015 1358.115606
237 IDA total IDA 2014 1425.936842
238 IDA total IDA 2013 1351.832980
239 IDA total IDA 2012 1269.489256
240 IDA total IDA 2011 1232.377128
241 IDA total IDA 2010 1251.695026
242 Late-demographic dividend LTE 2020 9722.310421
243 Late-demographic dividend LTE 2019 9979.383421
244 Late-demographic dividend LTE 2018 9840.394631
245 Late-demographic dividend LTE 2017 9022.301890
246 Late-demographic dividend LTE 2016 8182.344735
247 Late-demographic dividend LTE 2015 8213.980431
248 Late-demographic dividend LTE 2014 8812.628633
249 Late-demographic dividend LTE 2013 8544.801775
250 Late-demographic dividend LTE 2012 7991.471281
251 Late-demographic dividend LTE 2011 7525.550318
252 Late-demographic dividend LTE 2010 6214.135223
253 Latin America & Caribbean LCN 2020 7393.174719
254 Latin America & Caribbean LCN 2019 8772.562194
255 Latin America & Caribbean LCN 2018 8977.992553
256 Latin America & Caribbean LCN 2017 9255.805976
257 Latin America & Caribbean LCN 2016 8421.148077
258 Latin America & Caribbean LCN 2015 8723.135457
259 Latin America & Caribbean LCN 2014 10539.374413
260 Latin America & Caribbean LCN 2013 10450.940941
261 Latin America & Caribbean LCN 2012 10311.907063
262 Latin America & Caribbean LCN 2011 10306.430656
263 Latin America & Caribbean LCN 2010 9164.566397
264 Latin America & Caribbean (excluding high income) LAC 2020 6889.469861
265 Latin America & Caribbean (excluding high income) LAC 2019 8246.516673
266 Latin America & Caribbean (excluding high income) LAC 2018 8446.592322
267 Latin America & Caribbean (excluding high income) LAC 2017 8788.350268
268 Latin America & Caribbean (excluding high income) LAC 2016 7972.032188
269 Latin America & Caribbean (excluding high income) LAC 2015 8301.026794
270 Latin America & Caribbean (excluding high income) LAC 2014 9870.617654
271 Latin America & Caribbean (excluding high income) LAC 2013 9937.196527
272 Latin America & Caribbean (excluding high income) LAC 2012 9792.188957
273 Latin America & Caribbean (excluding high income) LAC 2011 9945.024681
274 Latin America & Caribbean (excluding high income) LAC 2010 8616.309422
275 Latin America & the Caribbean (IDA & IBRD coun... TLA 2020 7186.562493
276 Latin America & the Caribbean (IDA & IBRD coun... TLA 2019 8593.061308
277 Latin America & the Caribbean (IDA & IBRD coun... TLA 2018 8817.701109
278 Latin America & the Caribbean (IDA & IBRD coun... TLA 2017 9106.598873
279 Latin America & the Caribbean (IDA & IBRD coun... TLA 2016 8258.066184
280 Latin America & the Caribbean (IDA & IBRD coun... TLA 2015 8577.487766
281 Latin America & the Caribbean (IDA & IBRD coun... TLA 2014 10460.214588
282 Latin America & the Caribbean (IDA & IBRD coun... TLA 2013 10377.011616
283 Latin America & the Caribbean (IDA & IBRD coun... TLA 2012 10241.575135
284 Latin America & the Caribbean (IDA & IBRD coun... TLA 2011 10246.029957
285 Latin America & the Caribbean (IDA & IBRD coun... TLA 2010 9093.173824
286 Least developed countries: UN classification LDC 2020 1081.352515
287 Least developed countries: UN classification LDC 2019 1098.256155
288 Least developed countries: UN classification LDC 2018 1066.106183
289 Least developed countries: UN classification LDC 2017 1026.438061
290 Least developed countries: UN classification LDC 2016 960.902427
291 Least developed countries: UN classification LDC 2015 968.005629
292 Least developed countries: UN classification LDC 2014 1033.131858
293 Least developed countries: UN classification LDC 2013 984.483065
294 Least developed countries: UN classification LDC 2012 927.548491
295 Least developed countries: UN classification LDC 2011 910.476918
296 Least developed countries: UN classification LDC 2010 817.691696
297 Low & middle income LMY 2020 4735.357322
298 Low & middle income LMY 2019 4966.260460
299 Low & middle income LMY 2018 4908.171921
300 Low & middle income LMY 2017 4674.839624
301 Low & middle income LMY 2016 4310.379277
302 Low & middle income LMY 2015 4337.193706
303 Low & middle income LMY 2014 4635.922672
304 Low & middle income LMY 2013 4544.044066
305 Low & middle income LMY 2012 4351.161244
306 Low & middle income LMY 2011 4144.792186
307 Low & middle income LMY 2010 3564.243114
308 Low income 2020 656.686675
309 Low income 2019 686.222679
310 Low income 2018 662.855807
311 Low income 2017 654.447288
312 Low income 2016 641.935520
313 Low income 2015 714.589027
314 Low income 2014 743.348839
315 Low income 2013 711.636616
316 Low income 2012 709.897752
317 Low income 2011 775.871568
318 Low income 2010 1132.485019
319 Lower middle income 2020 2123.350264
320 Lower middle income 2019 2238.518820
321 Lower middle income 2018 2179.954062
322 Lower middle income 2017 2159.486290
323 Lower middle income 2016 2037.725326
324 Lower middle income 2015 1979.555371
325 Lower middle income 2014 2062.519920
326 Lower middle income 2013 1991.813175
327 Lower middle income 2012 1982.964483
328 Lower middle income 2011 1912.065826
329 Lower middle income 2010 1702.703066
330 Middle East & North Africa MEA 2020 6579.706726
331 Middle East & North Africa MEA 2019 7444.855634
332 Middle East & North Africa MEA 2018 7565.281634
333 Middle East & North Africa MEA 2017 7337.213549
334 Middle East & North Africa MEA 2016 7158.049769
335 Middle East & North Africa MEA 2015 7217.651624
336 Middle East & North Africa MEA 2014 8345.566904
337 Middle East & North Africa MEA 2013 8471.775586
338 Middle East & North Africa MEA 2012 8794.729803
339 Middle East & North Africa MEA 2011 8320.323020
340 Middle East & North Africa MEA 2010 7524.725208
341 Middle East & North Africa (excluding high inc... MNA 2020 3120.088264
342 Middle East & North Africa (excluding high inc... MNA 2019 3475.858429
343 Middle East & North Africa (excluding high inc... MNA 2018 3518.886053
344 Middle East & North Africa (excluding high inc... MNA 2017 3771.398833
345 Middle East & North Africa (excluding high inc... MNA 2016 3832.820485
346 Middle East & North Africa (excluding high inc... MNA 2015 3805.679938
347 Middle East & North Africa (excluding high inc... MNA 2014 4317.813304
348 Middle East & North Africa (excluding high inc... MNA 2013 4470.139956
349 Middle East & North Africa (excluding high inc... MNA 2012 4953.991470
350 Middle East & North Africa (excluding high inc... MNA 2011 4678.504037
351 Middle East & North Africa (excluding high inc... MNA 2010 4624.872345
352 Middle East & North Africa (IDA & IBRD countries) TMN 2020 3118.749032
353 Middle East & North Africa (IDA & IBRD countries) TMN 2019 3473.741368
354 Middle East & North Africa (IDA & IBRD countries) TMN 2018 3518.381989
355 Middle East & North Africa (IDA & IBRD countries) TMN 2017 3773.136769
356 Middle East & North Africa (IDA & IBRD countries) TMN 2016 3836.321689
357 Middle East & North Africa (IDA & IBRD countries) TMN 2015 3811.773554
358 Middle East & North Africa (IDA & IBRD countries) TMN 2014 4328.807414
359 Middle East & North Africa (IDA & IBRD countries) TMN 2013 4483.245513
360 Middle East & North Africa (IDA & IBRD countries) TMN 2012 4975.306641
361 Middle East & North Africa (IDA & IBRD countries) TMN 2011 4698.685374
362 Middle East & North Africa (IDA & IBRD countries) TMN 2010 4647.930916
363 Middle income MIC 2020 5197.802353
364 Middle income MIC 2019 5442.662294
365 Middle income MIC 2018 5372.268908
366 Middle income MIC 2017 5107.250279
367 Middle income MIC 2016 4698.955699
368 Middle income MIC 2015 4715.505443
369 Middle income MIC 2014 5036.885976
370 Middle income MIC 2013 4933.771524
371 Middle income MIC 2012 4716.812531
372 Middle income MIC 2011 4478.614654
373 Middle income MIC 2010 3803.998412
374 North America NAC 2020 61483.000750
375 North America NAC 2019 63203.373889
376 North America NAC 2018 61174.777344
377 North America NAC 2017 58423.885879
378 North America NAC 2016 56312.434885
379 North America NAC 2015 55452.421384
380 North America NAC 2014 54714.470929
381 North America NAC 2013 53234.150098
382 North America NAC 2012 51881.170886
383 North America NAC 2011 50289.024404
384 North America NAC 2010 48552.942406
385 Not classified 2020 NaN
386 Not classified 2019 NaN
387 Not classified 2018 NaN
388 Not classified 2017 NaN
389 Not classified 2016 NaN
390 Not classified 2015 NaN
391 Not classified 2014 NaN
392 Not classified 2013 NaN
393 Not classified 2012 NaN
394 Not classified 2011 NaN
395 Not classified 2010 NaN
396 OECD members OED 2020 38402.117597
397 OECD members OED 2019 39583.225700
398 OECD members OED 2018 39416.242611
399 OECD members OED 2017 37476.546622
400 OECD members OED 2016 36115.193067
401 OECD members OED 2015 35666.456739
402 OECD members OED 2014 38068.495267
403 OECD members OED 2013 37546.478501
404 OECD members OED 2012 37285.584018
405 OECD members OED 2011 37547.352934
406 OECD members OED 2010 35088.330213
407 Other small states OSS 2020 11686.934107
408 Other small states OSS 2019 13574.607787
409 Other small states OSS 2018 14076.263506
410 Other small states OSS 2017 12902.170196
411 Other small states OSS 2016 12088.909771
412 Other small states OSS 2015 12502.872877
413 Other small states OSS 2014 15445.715680
414 Other small states OSS 2013 15303.842945
415 Other small states OSS 2012 14987.307257
416 Other small states OSS 2011 14660.135838
417 Other small states OSS 2010 12139.092784
418 Pacific island small states PSS 2020 3698.099060
419 Pacific island small states PSS 2019 4222.882129
420 Pacific island small states PSS 2018 4288.226218
421 Pacific island small states PSS 2017 4128.661018
422 Pacific island small states PSS 2016 3866.861860
423 Pacific island small states PSS 2015 3723.875114
424 Pacific island small states PSS 2014 3851.251339
425 Pacific island small states PSS 2013 3582.878279
426 Pacific island small states PSS 2012 3484.174056
427 Pacific island small states PSS 2011 3324.395457
428 Pacific island small states PSS 2010 2882.716204
429 Post-demographic dividend PST 2020 44514.122675
430 Post-demographic dividend PST 2019 45700.060804
431 Post-demographic dividend PST 2018 45382.763953
432 Post-demographic dividend PST 2017 42968.289527
433 Post-demographic dividend PST 2016 41363.385868
434 Post-demographic dividend PST 2015 40636.347202
435 Post-demographic dividend PST 2014 43170.295238
436 Post-demographic dividend PST 2013 42523.743382
437 Post-demographic dividend PST 2012 42291.078498
438 Post-demographic dividend PST 2011 42530.783738
439 Post-demographic dividend PST 2010 39705.650032
440 Pre-demographic dividend PRE 2020 1330.420770
441 Pre-demographic dividend PRE 2019 1489.898830
442 Pre-demographic dividend PRE 2018 1452.899967
443 Pre-demographic dividend PRE 2017 1340.519674
444 Pre-demographic dividend PRE 2016 1320.209969
445 Pre-demographic dividend PRE 2015 1524.635701
446 Pre-demographic dividend PRE 2014 1844.458296
447 Pre-demographic dividend PRE 2013 1791.566219
448 Pre-demographic dividend PRE 2012 1682.707272
449 Pre-demographic dividend PRE 2011 1595.912123
450 Pre-demographic dividend PRE 2010 1418.522810
451 Small states SST 2020 10704.407265
452 Small states SST 2019 12448.873754
453 Small states SST 2018 12823.540018
454 Small states SST 2017 11864.822232
455 Small states SST 2016 11169.739312
456 Small states SST 2015 11588.223406
457 Small states SST 2014 13841.681641
458 Small states SST 2013 13668.087354
459 Small states SST 2012 13391.828131
460 Small states SST 2011 13029.263385
461 Small states SST 2010 10985.285204
462 South Asia SAS 2020 1853.845901
463 South Asia SAS 2019 1965.094236
464 South Asia SAS 2018 1920.140055
465 South Asia SAS 2017 1887.890561
466 South Asia SAS 2016 1675.438752
467 South Asia SAS 2015 1539.470601
468 South Asia SAS 2014 1490.717749
469 South Asia SAS 2013 1380.003413
470 South Asia SAS 2012 1362.331774
471 South Asia SAS 2011 1361.483067
472 South Asia SAS 2010 1253.946408
473 South Asia (IDA & IBRD) TSA 2020 1853.845901
474 South Asia (IDA & IBRD) TSA 2019 1965.094236
475 South Asia (IDA & IBRD) TSA 2018 1920.140055
476 South Asia (IDA & IBRD) TSA 2017 1887.890561
477 South Asia (IDA & IBRD) TSA 2016 1675.438752
478 South Asia (IDA & IBRD) TSA 2015 1539.470601
479 South Asia (IDA & IBRD) TSA 2014 1490.717749
480 South Asia (IDA & IBRD) TSA 2013 1380.003413
481 South Asia (IDA & IBRD) TSA 2012 1362.331774
482 South Asia (IDA & IBRD) TSA 2011 1361.483067
483 South Asia (IDA & IBRD) TSA 2010 1253.946408
484 Sub-Saharan Africa SSF 2020 1490.349666
485 Sub-Saharan Africa SSF 2019 1631.312141
486 Sub-Saharan Africa SSF 2018 1630.055972
487 Sub-Saharan Africa SSF 2017 1527.974545
488 Sub-Saharan Africa SSF 2016 1468.749147
489 Sub-Saharan Africa SSF 2015 1654.129816
490 Sub-Saharan Africa SSF 2014 1909.508758
491 Sub-Saharan Africa SSF 2013 1881.942232
492 Sub-Saharan Africa SSF 2012 1820.526912
493 Sub-Saharan Africa SSF 2011 1802.537519
494 Sub-Saharan Africa SSF 2010 1648.150038
495 Sub-Saharan Africa (excluding high income) SSA 2020 1489.449067
496 Sub-Saharan Africa (excluding high income) SSA 2019 1629.987221
497 Sub-Saharan Africa (excluding high income) SSA 2018 1628.746521
498 Sub-Saharan Africa (excluding high income) SSA 2017 1526.674168
499 Sub-Saharan Africa (excluding high income) SSA 2016 1467.475190
500 Sub-Saharan Africa (excluding high income) SSA 2015 1652.903468
501 Sub-Saharan Africa (excluding high income) SSA 2014 1908.272660
502 Sub-Saharan Africa (excluding high income) SSA 2013 1880.732150
503 Sub-Saharan Africa (excluding high income) SSA 2012 1819.527590
504 Sub-Saharan Africa (excluding high income) SSA 2011 1801.540864
505 Sub-Saharan Africa (excluding high income) SSA 2010 1647.202359
506 Sub-Saharan Africa (IDA & IBRD countries) TSS 2020 1490.349666
507 Sub-Saharan Africa (IDA & IBRD countries) TSS 2019 1631.312141
508 Sub-Saharan Africa (IDA & IBRD countries) TSS 2018 1630.055972
509 Sub-Saharan Africa (IDA & IBRD countries) TSS 2017 1527.974545
510 Sub-Saharan Africa (IDA & IBRD countries) TSS 2016 1468.749147
511 Sub-Saharan Africa (IDA & IBRD countries) TSS 2015 1654.129816
512 Sub-Saharan Africa (IDA & IBRD countries) TSS 2014 1909.508758
513 Sub-Saharan Africa (IDA & IBRD countries) TSS 2013 1881.942232
514 Sub-Saharan Africa (IDA & IBRD countries) TSS 2012 1820.526912
515 Sub-Saharan Africa (IDA & IBRD countries) TSS 2011 1802.537519
516 Sub-Saharan Africa (IDA & IBRD countries) TSS 2010 1648.150038
517 Upper middle income 2020 8663.002093
518 Upper middle income 2019 9023.202992
519 Upper middle income 2018 8912.567581
520 Upper middle income 2017 8352.326026
521 Upper middle income 2016 7607.596731
522 Upper middle income 2015 7683.611108
523 Upper middle income 2014 8239.684335
524 Upper middle income 2013 8078.037981
525 Upper middle income 2012 7617.695422
526 Upper middle income 2011 7182.160175
527 Upper middle income 2010 5998.634642
528 World WLD 2020 10904.147614
529 World WLD 2019 11338.150319
530 World WLD 2018 11297.452401
531 World WLD 2017 10743.214166
532 World WLD 2016 10207.503576
533 World WLD 2015 10163.615240
534 World WLD 2014 10907.394415
535 World WLD 2013 10746.777539
536 World WLD 2012 10584.356145
537 World WLD 2011 10482.177890
538 World WLD 2010 9568.438602
539 Afghanistan AFG 2020 512.055098
540 Afghanistan AFG 2019 497.741429
541 Afghanistan AFG 2018 492.090632
542 Afghanistan AFG 2017 526.140801
543 Afghanistan AFG 2016 523.053012
544 Afghanistan AFG 2015 566.881133
545 Afghanistan AFG 2014 626.512930
546 Afghanistan AFG 2013 638.733185
547 Afghanistan AFG 2012 653.417479
548 Afghanistan AFG 2011 608.738856
549 Afghanistan AFG 2010 562.499219
550 Albania ALB 2020 5343.037704
551 Albania ALB 2019 5396.214243
552 Albania ALB 2018 5287.660801
553 Albania ALB 2017 4531.032207
554 Albania ALB 2016 4124.055390
555 Albania ALB 2015 3952.803574
556 Albania ALB 2014 4578.633208
557 Albania ALB 2013 4413.063383
558 Albania ALB 2012 4247.631343
559 Albania ALB 2011 4437.141161
560 Albania ALB 2010 4094.349686
561 Algeria DZA 2020 3354.153164
562 Algeria DZA 2019 4021.983266
563 Algeria DZA 2018 4171.790388
564 Algeria DZA 2017 4134.936087
565 Algeria DZA 2016 3967.200647
566 Algeria DZA 2015 4197.419985
567 Algeria DZA 2014 5516.229440
568 Algeria DZA 2013 5519.777576
569 Algeria DZA 2012 5610.733282
570 Algeria DZA 2011 5473.281826
571 Algeria DZA 2010 4495.921476
572 American Samoa ASM 2020 15609.777220
573 American Samoa ASM 2019 13672.576657
574 American Samoa ASM 2018 13195.935900
575 American Samoa ASM 2017 12372.884783
576 American Samoa ASM 2016 13300.824611
577 American Samoa ASM 2015 13101.541816
578 American Samoa ASM 2014 12313.997357
579 American Samoa ASM 2013 12038.871592
580 American Samoa ASM 2012 11920.061090
581 American Samoa ASM 2011 10495.304732
582 American Samoa ASM 2010 10446.863206
583 Andorra AND 2020 37207.238871
584 Andorra AND 2019 41328.612393
585 Andorra AND 2018 42904.811588
586 Andorra AND 2017 40632.208982
587 Andorra AND 2016 39931.236264
588 Andorra AND 2015 38885.548589
589 Andorra AND 2014 45680.546941
590 Andorra AND 2013 44747.761156
591 Andorra AND 2012 44902.387712
592 Andorra AND 2011 51428.189700
593 Andorra AND 2010 48237.890541
594 Angola AGO 2020 1450.905112
595 Angola AGO 2019 2191.347764
596 Angola AGO 2018 2540.508878
597 Angola AGO 2017 2439.374441
598 Angola AGO 2016 1809.709377
599 Angola AGO 2015 3217.339244
600 Angola AGO 2014 5011.984412
601 Angola AGO 2013 5061.349240
602 Angola AGO 2012 5083.826851
603 Angola AGO 2011 4608.155166
604 Angola AGO 2010 3586.663680
605 Antigua and Barbuda ATG 2020 15224.858589
606 Antigua and Barbuda ATG 2019 18730.004797
607 Antigua and Barbuda ATG 2018 18133.822601
608 Antigua and Barbuda ATG 2017 16803.870234
609 Antigua and Barbuda ATG 2016 16449.059147
610 Antigua and Barbuda ATG 2015 15985.541139
611 Antigua and Barbuda ATG 2014 15451.495244
612 Antigua and Barbuda ATG 2013 14977.071832
613 Antigua and Barbuda ATG 2012 15136.841109
614 Antigua and Barbuda ATG 2011 14774.032181
615 Antigua and Barbuda ATG 2010 13404.516016
616 Argentina ARG 2020 8500.837939
617 Argentina ARG 2019 9963.674162
618 Argentina ARG 2018 11795.162745
619 Argentina ARG 2017 14613.035649
620 Argentina ARG 2016 12790.264140
621 Argentina ARG 2015 13789.060425
622 Argentina ARG 2014 12334.798245
623 Argentina ARG 2013 13080.254732
624 Argentina ARG 2012 13082.664326
625 Argentina ARG 2011 12848.739151
626 Argentina ARG 2010 10385.964432
627 Armenia ARM 2020 4505.867742
628 Armenia ARM 2019 4828.504886
629 Armenia ARM 2018 4391.923270
630 Armenia ARM 2017 4041.995071
631 Armenia ARM 2016 3679.952347
632 Armenia ARM 2015 3666.141822
633 Armenia ARM 2014 4017.229914
634 Armenia ARM 2013 3833.157074
635 Armenia ARM 2012 3643.715401
636 Armenia ARM 2011 3462.681778
637 Armenia ARM 2010 3143.029480
638 Aruba ABW 2020 24008.127822
639 Aruba ABW 2019 31902.809818
640 Aruba ABW 2018 30918.483584
641 Aruba ABW 2017 29329.081747
642 Aruba ABW 2016 28449.712946
643 Aruba ABW 2015 28419.264534
644 Aruba ABW 2014 26940.264114
645 Aruba ABW 2013 26514.868980
646 Aruba ABW 2012 25611.175767
647 Aruba ABW 2011 26043.156325
648 Aruba ABW 2010 24452.588739
649 Australia AUS 2020 51868.247557
650 Australia AUS 2019 55049.571920
651 Australia AUS 2018 57273.520475
652 Australia AUS 2017 53954.553495
653 Australia AUS 2016 49918.793933
654 Australia AUS 2015 56758.869203
655 Australia AUS 2014 62558.243879
656 Australia AUS 2013 68198.419345
657 Australia AUS 2012 68078.044228
658 Australia AUS 2011 62609.660716
659 Australia AUS 2010 52147.024194
660 Austria AUT 2020 48789.497850
661 Austria AUT 2019 50067.585727
662 Austria AUT 2018 51466.556563
663 Austria AUT 2017 47429.158456
664 Austria AUT 2016 45307.587862
665 Austria AUT 2015 44195.817595
666 Austria AUT 2014 51786.377175
667 Austria AUT 2013 50731.127254
668 Austria AUT 2012 48564.917335
669 Austria AUT 2011 51442.276246
670 Austria AUT 2010 46903.761585
671 Azerbaijan AZE 2020 4229.910649
672 Azerbaijan AZE 2019 4805.753718
673 Azerbaijan AZE 2018 4739.794312
674 Azerbaijan AZE 2017 4147.198142
675 Azerbaijan AZE 2016 3880.685228
676 Azerbaijan AZE 2015 5500.503646
677 Azerbaijan AZE 2014 7890.840281
678 Azerbaijan AZE 2013 7875.345367
679 Azerbaijan AZE 2012 7495.865277
680 Azerbaijan AZE 2011 7189.818692
681 Azerbaijan AZE 2010 5843.533768
682 Bahamas, The BHS 2020 23998.268019
683 Bahamas, The BHS 2019 32279.011363
684 Bahamas, The BHS 2018 31483.978841
685 Bahamas, The BHS 2017 30708.987018
686 Bahamas, The BHS 2016 29675.535891
687 Bahamas, The BHS 2015 29724.953336
688 Bahamas, The BHS 2014 28203.355682
689 Bahamas, The BHS 2013 26955.788928
690 Bahamas, The BHS 2012 28059.393657
691 Bahamas, The BHS 2011 26644.926578
692 Bahamas, The BHS 2010 27046.657665
693 Bahrain BHR 2020 23433.187236
694 Bahrain BHR 2019 25869.112913
695 Bahrain BHR 2018 25415.846625
696 Bahrain BHR 2017 24349.909870
697 Bahrain BHR 2016 22867.181120
698 Bahrain BHR 2015 22795.448858
699 Bahrain BHR 2014 25464.760098
700 Bahrain BHR 2013 25790.730312
701 Bahrain BHR 2012 25102.726349
702 Bahrain BHR 2011 23741.557463
703 Bahrain BHR 2010 21186.814329
704 Bangladesh BGD 2020 2233.305901
705 Bangladesh BGD 2019 2122.078397
706 Bangladesh BGD 2018 1963.412492
707 Bangladesh BGD 2017 1815.610262
708 Bangladesh BGD 2016 1659.962496
709 Bangladesh BGD 2015 1236.004392
710 Bangladesh BGD 2014 1108.514957
711 Bangladesh BGD 2013 973.773904
712 Bangladesh BGD 2012 876.818010
713 Bangladesh BGD 2011 856.381887
714 Bangladesh BGD 2010 776.859577
715 Barbados BRB 2020 16882.501523
716 Barbados BRB 2019 19063.102291
717 Barbados BRB 2018 18271.252253
718 Barbados BRB 2017 17881.563253
719 Barbados BRB 2016 17381.365087
720 Barbados BRB 2015 17023.694365
721 Barbados BRB 2014 16964.752264
722 Barbados BRB 2013 16923.590920
723 Barbados BRB 2012 16704.924384
724 Barbados BRB 2011 16902.492323
725 Barbados BRB 2010 16494.243041
726 Belarus BLR 2020 6542.864540
727 Belarus BLR 2019 6837.768321
728 Belarus BLR 2018 6360.053101
729 Belarus BLR 2017 5785.533977
730 Belarus BLR 2016 5039.775609
731 Belarus BLR 2015 5967.068560
732 Belarus BLR 2014 8341.290143
733 Belarus BLR 2013 7998.080205
734 Belarus BLR 2012 6953.215917
735 Belarus BLR 2011 6527.659343
736 Belarus BLR 2010 6034.678852
737 Belgium BEL 2020 45609.003494
738 Belgium BEL 2019 46641.721402
739 Belgium BEL 2018 47544.981147
740 Belgium BEL 2017 44198.482391
741 Belgium BEL 2016 42012.622719
742 Belgium BEL 2015 41008.296719
743 Belgium BEL 2014 47764.071512
744 Belgium BEL 2013 46757.951856
745 Belgium BEL 2012 44670.560685
746 Belgium BEL 2011 47410.566928
747 Belgium BEL 2010 44184.946354
748 Belize BLZ 2020 5185.158070
749 Belize BLZ 2019 6134.215233
750 Belize BLZ 2018 6001.024262
751 Belize BLZ 2017 6049.391948
752 Belize BLZ 2016 6099.957102
753 Belize BLZ 2015 6098.600080
754 Belize BLZ 2014 6031.548402
755 Belize BLZ 2013 5865.470902
756 Belize BLZ 2012 5635.521526
757 Belize BLZ 2011 5519.339008
758 Belize BLZ 2010 5399.062096
759 Benin BEN 2020 1240.733155
760 Benin BEN 2019 1170.885995
761 Benin BEN 2018 1194.438214
762 Benin BEN 2017 1095.274459
763 Benin BEN 2016 1049.820303
764 Benin BEN 2015 1041.652523
765 Benin BEN 2014 1251.504765
766 Benin BEN 2013 1214.295565
767 Benin BEN 2012 1112.569536
768 Benin BEN 2011 1099.414311
769 Benin BEN 2010 1009.489495
770 Bermuda BMU 2020 107791.886435
771 Bermuda BMU 2019 116153.166122
772 Bermuda BMU 2018 113050.736882
773 Bermuda BMU 2017 111820.581466
774 Bermuda BMU 2016 106885.878489
775 Bermuda BMU 2015 102005.625642
776 Bermuda BMU 2014 98467.683994
777 Bermuda BMU 2013 99471.638898
778 Bermuda BMU 2012 98431.865181
779 Bermuda BMU 2011 97774.162072
780 Bermuda BMU 2010 101875.284073
781 Bhutan BTN 2020 3181.339747
782 Bhutan BTN 2019 3564.598772
783 Bhutan BTN 2018 3389.777303
784 Bhutan BTN 2017 3427.173845
785 Bhutan BTN 2016 2879.546564
786 Bhutan BTN 2015 2695.636924
787 Bhutan BTN 2014 2589.899160
788 Bhutan BTN 2013 2409.440006
789 Bhutan BTN 2012 2470.072151
790 Bhutan BTN 2011 2491.273439
791 Bhutan BTN 2010 2194.125876
792 Bolivia BOL 2020 3068.812555
793 Bolivia BOL 2019 3472.380831
794 Bolivia BOL 2018 3471.006951
795 Bolivia BOL 2017 3280.008214
796 Bolivia BOL 2016 3013.502707
797 Bolivia BOL 2015 2975.648811
798 Bolivia BOL 2014 3022.462884
799 Bolivia BOL 2013 2853.797162
800 Bolivia BOL 2012 2562.466784
801 Bolivia BOL 2011 2304.982462
802 Bolivia BOL 2010 1922.058571
803 Bosnia and Herzegovina BIH 2020 6095.104237
804 Bosnia and Herzegovina BIH 2019 6094.724823
805 Bosnia and Herzegovina BIH 2018 6024.493150
806 Bosnia and Herzegovina BIH 2017 5327.392304
807 Bosnia and Herzegovina BIH 2016 4917.263766
808 Bosnia and Herzegovina BIH 2015 4654.608620
809 Bosnia and Herzegovina BIH 2014 5196.970084
810 Bosnia and Herzegovina BIH 2013 5025.241753
811 Bosnia and Herzegovina BIH 2012 4688.345823
812 Bosnia and Herzegovina BIH 2011 4980.904688
813 Bosnia and Herzegovina BIH 2010 4506.932352
814 Botswana BWA 2020 5875.070606
815 Botswana BWA 2019 6691.161053
816 Botswana BWA 2018 6947.817841
817 Botswana BWA 2017 6705.341062
818 Botswana BWA 2016 6411.551666
819 Botswana BWA 2015 5869.737579
820 Botswana BWA 2014 6844.033250
821 Botswana BWA 2013 6436.603319
822 Botswana BWA 2012 6392.987347
823 Botswana BWA 2011 7080.778643
824 Botswana BWA 2010 6041.732051
825 Brazil BRA 2020 6923.699912
826 Brazil BRA 2019 8845.324149
827 Brazil BRA 2018 9121.020995
828 Brazil BRA 2017 9896.718895
829 Brazil BRA 2016 8680.736469
830 Brazil BRA 2015 8783.215424
831 Brazil BRA 2014 12071.404464
832 Brazil BRA 2013 12258.565709
833 Brazil BRA 2012 12327.513101
834 Brazil BRA 2011 13200.556235
835 Brazil BRA 2010 11249.291890
836 British Virgin Islands VGB 2020 NaN
837 British Virgin Islands VGB 2019 NaN
838 British Virgin Islands VGB 2018 NaN
839 British Virgin Islands VGB 2017 NaN
840 British Virgin Islands VGB 2016 NaN
841 British Virgin Islands VGB 2015 NaN
842 British Virgin Islands VGB 2014 NaN
843 British Virgin Islands VGB 2013 NaN
844 British Virgin Islands VGB 2012 NaN
845 British Virgin Islands VGB 2011 NaN
846 British Virgin Islands VGB 2010 NaN
847 Brunei Darussalam BRN 2020 27179.352887
848 Brunei Darussalam BRN 2019 30748.309237
849 Brunei Darussalam BRN 2018 31240.501789
850 Brunei Darussalam BRN 2017 28186.986735
851 Brunei Darussalam BRN 2016 26762.035044
852 Brunei Darussalam BRN 2015 30681.433970
853 Brunei Darussalam BRN 2014 41035.777123
854 Brunei Darussalam BRN 2013 43950.045462
855 Brunei Darussalam BRN 2012 46844.197339
856 Brunei Darussalam BRN 2011 46139.107576
857 Brunei Darussalam BRN 2010 34609.711983
858 Bulgaria BGR 2020 10148.342395
859 Bulgaria BGR 2019 9874.336326
860 Bulgaria BGR 2018 9447.655897
861 Bulgaria BGR 2017 8381.881346
862 Bulgaria BGR 2016 7570.931655
863 Bulgaria BGR 2015 7078.860323
864 Bulgaria BGR 2014 7912.274844
865 Bulgaria BGR 2013 7687.713682
866 Bulgaria BGR 2012 7430.737380
867 Bulgaria BGR 2011 7857.167070
868 Bulgaria BGR 2010 6863.667068
869 Burkina Faso BFA 2020 823.552411
870 Burkina Faso BFA 2019 765.229560
871 Burkina Faso BFA 2018 779.202769
872 Burkina Faso BFA 2017 711.184543
873 Burkina Faso BFA 2016 665.786329
874 Burkina Faso BFA 2015 632.126686
875 Burkina Faso BFA 2014 767.371344
876 Burkina Faso BFA 2013 762.303780
877 Burkina Faso BFA 2012 733.972880
878 Burkina Faso BFA 2011 727.612475
879 Burkina Faso BFA 2010 627.270396
880 Burundi BDI 2020 216.827417
881 Burundi BDI 2019 216.972971
882 Burundi BDI 2018 232.060617
883 Burundi BDI 2017 244.145422
884 Burundi BDI 2016 242.539527
885 Burundi BDI 2015 289.359627
886 Burundi BDI 2014 257.818557
887 Burundi BDI 2013 241.547666
888 Burundi BDI 2012 238.205945
889 Burundi BDI 2011 236.451347
890 Burundi BDI 2010 222.660583
891 Cabo Verde CPV 2020 3126.399859
892 Cabo Verde CPV 2019 3903.050317
893 Cabo Verde CPV 2018 3860.454808
894 Cabo Verde CPV 2017 3534.343575
895 Cabo Verde CPV 2016 3312.696745
896 Cabo Verde CPV 2015 3169.078901
897 Cabo Verde CPV 2014 3739.278279
898 Cabo Verde CPV 2013 3757.659953
899 Cabo Verde CPV 2012 3583.461725
900 Cabo Verde CPV 2011 3880.069205
901 Cabo Verde CPV 2010 3500.977468
902 Cambodia KHM 2020 1577.911740
903 Cambodia KHM 2019 1671.385400
904 Cambodia KHM 2018 1533.315985
905 Cambodia KHM 2017 1400.899265
906 Cambodia KHM 2016 1281.105971
907 Cambodia KHM 2015 1170.742816
908 Cambodia KHM 2014 1098.074538
909 Cambodia KHM 2013 1015.220881
910 Cambodia KHM 2012 950.482545
911 Cambodia KHM 2011 880.310304
912 Cambodia KHM 2010 782.695739
913 Cameroon CMR 2020 1539.130545
914 Cameroon CMR 2019 1538.687912
915 Cameroon CMR 2018 1594.060110
916 Cameroon CMR 2017 1479.862222
917 Cameroon CMR 2016 1426.065481
918 Cameroon CMR 2015 1399.675336
919 Cameroon CMR 2014 1631.713985
920 Cameroon CMR 2013 1559.139049
921 Cameroon CMR 2012 1433.723928
922 Cameroon CMR 2011 1497.926585
923 Cameroon CMR 2010 1383.813865
924 Canada CAN 2020 43562.435831
925 Canada CAN 2019 46374.152752
926 Canada CAN 2018 46548.638411
927 Canada CAN 2017 45129.429298
928 Canada CAN 2016 42315.603706
929 Canada CAN 2015 43596.135537
930 Canada CAN 2014 50955.998323
931 Canada CAN 2013 52635.174958
932 Canada CAN 2012 52669.089963
933 Canada CAN 2011 52223.696112
934 Canada CAN 2010 47562.083425
935 Cayman Islands CYM 2020 83897.505443
936 Cayman Islands CYM 2019 89846.321220
937 Cayman Islands CYM 2018 85231.774254
938 Cayman Islands CYM 2017 81255.112457
939 Cayman Islands CYM 2016 78858.280255
940 Cayman Islands CYM 2015 77295.845293
941 Cayman Islands CYM 2014 76610.648456
942 Cayman Islands CYM 2013 75685.357369
943 Cayman Islands CYM 2012 75466.136546
944 Cayman Islands CYM 2011 75435.614220
945 Cayman Islands CYM 2010 76873.194278
946 Central African Republic CAF 2020 435.469248
947 Central African Republic CAF 2019 426.408753
948 Central African Republic CAF 2018 435.932297
949 Central African Republic CAF 2017 414.740322
950 Central African Republic CAF 2016 372.135456
951 Central African Republic CAF 2015 351.879755
952 Central African Republic CAF 2014 394.856933
953 Central African Republic CAF 2013 352.226855
954 Central African Republic CAF 2012 525.867504
955 Central African Republic CAF 2011 515.209503
956 Central African Republic CAF 2010 459.776982
957 Chad TCD 2020 643.772216
958 Chad TCD 2019 701.621201
959 Chad TCD 2018 720.265101
960 Chad TCD 2017 662.897473
961 Chad TCD 2016 691.980077
962 Chad TCD 2015 774.411603
963 Chad TCD 2014 1017.787762
964 Chad TCD 2013 980.083544
965 Chad TCD 2012 969.616143
966 Chad TCD 2011 988.194160
967 Chad TCD 2010 896.876705
968 Channel Islands CHI 2020 57339.526871
969 Channel Islands CHI 2019 61281.327225
970 Channel Islands CHI 2018 62316.219949
971 Channel Islands CHI 2017 57683.893897
972 Channel Islands CHI 2016 58093.996063
973 Channel Islands CHI 2015 NaN
974 Channel Islands CHI 2014 NaN
975 Channel Islands CHI 2013 NaN
976 Channel Islands CHI 2012 NaN
977 Channel Islands CHI 2011 NaN
978 Channel Islands CHI 2010 NaN
979 Chile CHL 2020 13173.784794
980 Chile CHL 2019 14632.690308
981 Chile CHL 2018 15820.033357
982 Chile CHL 2017 15034.058425
983 Chile CHL 2016 13788.240016
984 Chile CHL 2015 13567.357217
985 Chile CHL 2014 14675.150873
986 Chile CHL 2013 15842.159157
987 Chile CHL 2012 15397.780460
988 Chile CHL 2011 14637.756167
989 Chile CHL 2010 12764.593118
990 China CHN 2020 10408.719554
991 China CHN 2019 10143.860221
992 China CHN 2018 9905.406383
993 China CHN 2017 8817.045608
994 China CHN 2016 8094.390167
995 China CHN 2015 8016.445595
996 China CHN 2014 7636.074340
997 China CHN 2013 7020.386074
998 China CHN 2012 6300.582180
999 China CHN 2011 5614.386022
1000 China CHN 2010 4550.473944
1001 Colombia COL 2020 5304.289129
1002 Colombia COL 2019 6436.509215
1003 Colombia COL 2018 6782.037920
1004 Colombia COL 2017 6449.970987
1005 Colombia COL 2016 5936.261022
1006 Colombia COL 2015 6228.651622
1007 Colombia COL 2014 8167.472842
1008 Colombia COL 2013 8263.641929
1009 Colombia COL 2012 8096.801510
1010 Colombia COL 2011 7392.943600
1011 Colombia COL 2010 6392.758026
1012 Comoros COM 2020 1519.586780
1013 Comoros COM 2019 1510.797323
1014 Comoros COM 2018 1531.337811
1015 Comoros COM 2017 1414.586689
1016 Comoros COM 2016 1357.266229
1017 Comoros COM 2015 1322.936775
1018 Comoros COM 2014 1608.687875
1019 Comoros COM 2013 1595.989819
1020 Comoros COM 2012 1483.951559
1021 Comoros COM 2011 1526.832638
1022 Comoros COM 2010 1384.063284
1023 Congo, Dem. Rep. COD 2020 524.666686
1024 Congo, Dem. Rep. COD 2019 575.882781
1025 Congo, Dem. Rep. COD 2018 546.212593
1026 Congo, Dem. Rep. COD 2017 451.089089
1027 Congo, Dem. Rep. COD 2016 456.027951
1028 Congo, Dem. Rep. COD 2015 482.064569
1029 Congo, Dem. Rep. COD 2014 472.266236
1030 Congo, Dem. Rep. COD 2013 444.864358
1031 Congo, Dem. Rep. COD 2012 412.776261
1032 Congo, Dem. Rep. COD 2011 376.374981
1033 Congo, Dem. Rep. COD 2010 324.827726
1034 Congo, Rep. COG 2020 2011.269479
1035 Congo, Rep. COG 2019 2508.944783
1036 Congo, Rep. COG 2018 2715.243105
1037 Congo, Rep. COG 2017 2227.720139
1038 Congo, Rep. COG 2016 2107.503024
1039 Congo, Rep. COG 2015 2455.347910
1040 Congo, Rep. COG 2014 3623.807460
1041 Congo, Rep. COG 2013 3719.651036
1042 Congo, Rep. COG 2012 3753.860928
1043 Congo, Rep. COG 2011 3415.062374
1044 Congo, Rep. COG 2010 2962.762481
1045 Costa Rica CRI 2020 12179.256674
1046 Costa Rica CRI 2019 12669.341155
1047 Costa Rica CRI 2018 12383.149952
1048 Costa Rica CRI 2017 12118.133625
1049 Costa Rica CRI 2016 11899.813983
1050 Costa Rica CRI 2015 11529.955173
1051 Costa Rica CRI 2014 10737.678881
1052 Costa Rica CRI 2013 10633.266550
1053 Costa Rica CRI 2012 9971.651656
1054 Costa Rica CRI 2011 9137.455101
1055 Costa Rica CRI 2010 8147.243985
1056 Cote d'Ivoire CIV 2020 2349.069882
1057 Cote d'Ivoire CIV 2019 2290.787379
1058 Cote d'Ivoire CIV 2018 2295.540335
1059 Cote d'Ivoire CIV 2017 2113.341525
1060 Cote d'Ivoire CIV 2016 1999.195372
1061 Cote d'Ivoire CIV 2015 1941.581898
1062 Cote d'Ivoire CIV 2014 2124.019430
1063 Cote d'Ivoire CIV 2013 1903.054229
1064 Cote d'Ivoire CIV 2012 1649.301615
1065 Cote d'Ivoire CIV 2011 1701.704641
1066 Cote d'Ivoire CIV 2010 1654.177959
1067 Croatia HRV 2020 14269.908855
1068 Croatia HRV 2019 15120.902903
1069 Croatia HRV 2018 15040.036918
1070 Croatia HRV 2017 13592.254524
1071 Croatia HRV 2016 12579.922703
1072 Croatia HRV 2015 12098.512025
1073 Croatia HRV 2014 14001.160344
1074 Croatia HRV 2013 13979.185560
1075 Croatia HRV 2012 13439.664556
1076 Croatia HRV 2011 14655.874388
1077 Croatia HRV 2010 13693.500029
1078 Cuba CUB 2020 9499.572504
1079 Cuba CUB 2019 9139.380510
1080 Cuba CUB 2018 8831.910409
1081 Cuba CUB 2017 8543.330067
1082 Cuba CUB 2016 8055.925868
1083 Cuba CUB 2015 7683.740254
1084 Cuba CUB 2014 7117.535735
1085 Cuba CUB 2013 6814.243844
1086 Cuba CUB 2012 6467.337914
1087 Cuba CUB 2011 6106.006792
1088 Cuba CUB 2010 5275.532601
1089 Curacao CUW 2020 16356.093325
1090 Curacao CUW 2019 19220.686579
1091 Curacao CUW 2018 19119.124489
1092 Curacao CUW 2017 18938.244097
1093 Curacao CUW 2016 18944.096277
1094 Curacao CUW 2015 19361.812963
1095 Curacao CUW 2014 19623.030071
1096 Curacao CUW 2013 19721.292183
1097 Curacao CUW 2012 19809.822317
1098 Curacao CUW 2011 19426.326400
1099 Curacao CUW 2010 NaN
1100 Cyprus CYP 2020 28281.425781
1101 Cyprus CYP 2019 29420.000000
1102 Cyprus CYP 2018 29335.046875
1103 Cyprus CYP 2017 26608.695312
1104 Cyprus CYP 2016 24605.349609
1105 Cyprus CYP 2015 23408.441406
1106 Cyprus CYP 2014 27162.322266
1107 Cyprus CYP 2013 27727.535156
1108 Cyprus CYP 2012 28910.746094
1109 Cyprus CYP 2011 32395.753906
1110 Cyprus CYP 2010 31023.267578
1111 Czechia CZE 2020 22992.879383
1112 Czechia CZE 2019 23664.847863
1113 Czechia CZE 2018 23424.480460
1114 Czechia CZE 2017 20636.199952
1115 Czechia CZE 2016 18575.232027
1116 Czechia CZE 2015 17829.698322
1117 Czechia CZE 2014 19890.919906
1118 Czechia CZE 2013 20133.169143
1119 Czechia CZE 2012 19870.801212
1120 Czechia CZE 2011 21871.266075
1121 Czechia CZE 2010 19960.068487
1122 Denmark DNK 2020 60836.592412
1123 Denmark DNK 2019 59592.980689
1124 Denmark DNK 2018 61591.928870
1125 Denmark DNK 2017 57610.098180
1126 Denmark DNK 2016 54663.998372
1127 Denmark DNK 2015 53254.856370
1128 Denmark DNK 2014 62548.984733
1129 Denmark DNK 2013 61191.193704
1130 Denmark DNK 2012 58507.508052
1131 Denmark DNK 2011 61753.647132
1132 Denmark DNK 2010 58041.398436
1133 Djibouti DJI 2020 2921.738706
1134 Djibouti DJI 2019 2876.043664
1135 Djibouti DJI 2018 2755.838293
1136 Djibouti DJI 2017 2655.733220
1137 Djibouti DJI 2016 2545.738799
1138 Djibouti DJI 2015 2409.311902
1139 Djibouti DJI 2014 2239.114538
1140 Djibouti DJI 2013 2102.197948
1141 Djibouti DJI 2012 1418.460858
1142 Djibouti DJI 2011 1322.726251
1143 Djibouti DJI 2010 1227.820853
1144 Dominica DMA 2020 7003.469891
1145 Dominica DMA 2019 8561.587011
1146 Dominica DMA 2018 7833.195013
1147 Dominica DMA 2017 7408.091301
1148 Dominica DMA 2016 8223.041450
1149 Dominica DMA 2015 7724.042411
1150 Dominica DMA 2014 7502.120910
1151 Dominica DMA 2013 7240.679119
1152 Dominica DMA 2012 7054.875977
1153 Dominica DMA 2011 7288.497948
1154 Dominica DMA 2010 7182.400203
1155 Dominican Republic DOM 2020 7167.914974
1156 Dominican Republic DOM 2019 8173.344699
1157 Dominican Republic DOM 2018 7947.159331
1158 Dominican Republic DOM 2017 7513.497982
1159 Dominican Republic DOM 2016 7191.069703
1160 Dominican Republic DOM 2015 6838.936746
1161 Dominican Republic DOM 2014 6533.670911
1162 Dominican Republic DOM 2013 6171.295127
1163 Dominican Republic DOM 2012 6049.471587
1164 Dominican Republic DOM 2011 5859.381524
1165 Dominican Republic DOM 2010 5509.568034
1166 Ecuador ECU 2020 5645.199290
1167 Ecuador ECU 2019 6233.258167
1168 Ecuador ECU 2018 6321.349401
1169 Ecuador ECU 2017 6246.404252
1170 Ecuador ECU 2016 6079.088736
1171 Ecuador ECU 2015 6130.586676
1172 Ecuador ECU 2014 6374.631486
1173 Ecuador ECU 2013 6050.354611
1174 Ecuador ECU 2012 5678.455721
1175 Ecuador ECU 2011 5202.656459
1176 Ecuador ECU 2010 4640.246344
1177 Egypt, Arab Rep. EGY 2020 3571.556907
1178 Egypt, Arab Rep. EGY 2019 3017.258336
1179 Egypt, Arab Rep. EGY 2018 2531.200079
1180 Egypt, Arab Rep. EGY 2017 2439.967284
1181 Egypt, Arab Rep. EGY 2016 3331.612461
1182 Egypt, Arab Rep. EGY 2015 3370.382447
1183 Egypt, Arab Rep. EGY 2014 3196.861381
1184 Egypt, Arab Rep. EGY 2013 3088.890834
1185 Egypt, Arab Rep. EGY 2012 3059.135428
1186 Egypt, Arab Rep. EGY 2011 2645.622535
1187 Egypt, Arab Rep. EGY 2010 2509.772034
1188 El Salvador SLV 2020 3961.726633
1189 El Salvador SLV 2019 4280.288404
1190 El Salvador SLV 2018 4145.862351
1191 El Salvador SLV 2017 3986.049014
1192 El Salvador SLV 2016 3870.312982
1193 El Salvador SLV 2015 3761.513680
1194 El Salvador SLV 2014 3638.517658
1195 El Salvador SLV 2013 3555.162100
1196 El Salvador SLV 2012 3471.051269
1197 El Salvador SLV 2011 3304.974183
1198 El Salvador SLV 2010 3017.307395
1199 Equatorial Guinea GNQ 2020 6198.942524
1200 Equatorial Guinea GNQ 2019 7317.390024
1201 Equatorial Guinea GNQ 2018 8719.186870
1202 Equatorial Guinea GNQ 2017 8410.397980
1203 Equatorial Guinea GNQ 2016 8035.307666
1204 Equatorial Guinea GNQ 2015 9788.983804
1205 Equatorial Guinea GNQ 2014 16804.924927
1206 Equatorial Guinea GNQ 2013 17644.594305
1207 Equatorial Guinea GNQ 2012 18756.425027
1208 Equatorial Guinea GNQ 2011 18659.416025
1209 Equatorial Guinea GNQ 2010 14905.514576
1210 Eritrea ERI 2020 NaN
1211 Eritrea ERI 2019 NaN
1212 Eritrea ERI 2018 NaN
1213 Eritrea ERI 2017 NaN
1214 Eritrea ERI 2016 NaN
1215 Eritrea ERI 2015 NaN
1216 Eritrea ERI 2014 NaN
1217 Eritrea ERI 2013 NaN
1218 Eritrea ERI 2012 NaN
1219 Eritrea ERI 2011 643.790042
1220 Eritrea ERI 2010 504.972460
1221 Estonia EST 2020 23595.243684
1222 Estonia EST 2019 23424.484707
1223 Estonia EST 2018 23165.849479
1224 Estonia EST 2017 20437.765377
1225 Estonia EST 2016 18295.342932
1226 Estonia EST 2015 17402.037613
1227 Estonia EST 2014 20261.066730
1228 Estonia EST 2013 19056.001923
1229 Estonia EST 2012 17403.205325
1230 Estonia EST 2011 17487.804783
1231 Estonia EST 2010 14663.044613
1232 Eswatini SWZ 2020 3372.904610
1233 Eswatini SWZ 2019 3818.540484
1234 Eswatini SWZ 2018 4021.445556
1235 Eswatini SWZ 2017 3824.046783
1236 Eswatini SWZ 2016 3339.990401
1237 Eswatini SWZ 2015 3583.311290
1238 Eswatini SWZ 2014 3928.522755
1239 Eswatini SWZ 2013 4111.128382
1240 Eswatini SWZ 2012 4396.579120
1241 Eswatini SWZ 2011 4360.959967
1242 Eswatini SWZ 2010 4035.534481
1243 Ethiopia ETH 2020 918.652594
1244 Ethiopia ETH 2019 840.449601
1245 Ethiopia ETH 2018 758.297694
1246 Ethiopia ETH 2017 755.752644
1247 Ethiopia ETH 2016 705.617509
1248 Ethiopia ETH 2015 630.312619
1249 Ethiopia ETH 2014 557.534148
1250 Ethiopia ETH 2013 490.792478
1251 Ethiopia ETH 2012 458.550921
1252 Ethiopia ETH 2011 348.001348
1253 Ethiopia ETH 2010 335.438495
1254 Faroe Islands FRO 2020 62234.968680
1255 Faroe Islands FRO 2019 63203.744785
1256 Faroe Islands FRO 2018 62576.801638
1257 Faroe Islands FRO 2017 59328.237664
1258 Faroe Islands FRO 2016 56833.916541
1259 Faroe Islands FRO 2015 52726.687378
1260 Faroe Islands FRO 2014 60126.125643
1261 Faroe Islands FRO 2013 55560.133027
1262 Faroe Islands FRO 2012 50157.058789
1263 Faroe Islands FRO 2011 51786.480992
1264 Faroe Islands FRO 2010 48167.667514
1265 Fiji FJI 2020 4815.689148
1266 Fiji FJI 2019 5927.724208
1267 Fiji FJI 2018 6073.394579
1268 Fiji FJI 2017 5825.199665
1269 Fiji FJI 2016 5368.433492
1270 Fiji FJI 2015 5105.189612
1271 Fiji FJI 2014 5305.064432
1272 Fiji FJI 2013 4586.955211
1273 Fiji FJI 2012 4359.792400
1274 Fiji FJI 2011 4160.721193
1275 Fiji FJI 2010 3469.149643
1276 Finland FIN 2020 49169.719339
1277 Finland FIN 2019 48629.858228
1278 Finland FIN 2018 49987.626158
1279 Finland FIN 2017 46412.136478
1280 Finland FIN 2016 43814.026506
1281 Finland FIN 2015 42801.908117
1282 Finland FIN 2014 50327.240290
1283 Finland FIN 2013 49892.223363
1284 Finland FIN 2012 47708.061278
1285 Finland FIN 2011 51148.931637
1286 Finland FIN 2010 46505.303179
1287 France FRA 2020 39179.744260
1288 France FRA 2019 40494.898294
1289 France FRA 2018 41557.854859
1290 France FRA 2017 38781.049487
1291 France FRA 2016 37062.533572
1292 France FRA 2015 36652.922305
1293 France FRA 2014 43068.548724
1294 France FRA 2013 42602.717965
1295 France FRA 2012 40870.852365
1296 France FRA 2011 43846.466076
1297 France FRA 2010 40676.064791
1298 French Polynesia PYF 2020 19185.697770
1299 French Polynesia PYF 2019 20093.208581
1300 French Polynesia PYF 2018 20614.894368
1301 French Polynesia PYF 2017 19743.959021
1302 French Polynesia PYF 2016 18726.639470
1303 French Polynesia PYF 2015 18252.514203
1304 French Polynesia PYF 2014 21223.075488
1305 French Polynesia PYF 2013 20941.517340
1306 French Polynesia PYF 2012 19864.535700
1307 French Polynesia PYF 2011 21747.988842
1308 French Polynesia PYF 2010 21447.858255
1309 Gabon GAB 2020 6680.082665
1310 Gabon GAB 2019 7523.862281
1311 Gabon GAB 2018 7694.906051
1312 Gabon GAB 2017 6975.695192
1313 Gabon GAB 2016 6722.198223
1314 Gabon GAB 2015 7090.454634
1315 Gabon GAB 2014 9255.368035
1316 Gabon GAB 2013 9250.081115
1317 Gabon GAB 2012 9348.514876
1318 Gabon GAB 2011 10273.798445
1319 Gabon GAB 2010 8399.597348
1320 Gambia, The GMB 2020 704.030463
1321 Gambia, The GMB 2019 722.875356
1322 Gambia, The GMB 2018 683.324633
1323 Gambia, The GMB 2017 632.001024
1324 Gambia, The GMB 2016 640.676265
1325 Gambia, The GMB 2015 611.671219
1326 Gambia, The GMB 2014 561.649635
1327 Gambia, The GMB 2013 647.385535
1328 Gambia, The GMB 2012 686.557558
1329 Gambia, The GMB 2011 705.477495
1330 Gambia, The GMB 2010 796.631829
1331 Georgia GEO 2020 4255.742993
1332 Georgia GEO 2019 4696.150586
1333 Georgia GEO 2018 4722.042423
1334 Georgia GEO 2017 4356.928016
1335 Georgia GEO 2016 4062.126978
1336 Georgia GEO 2015 4014.111651
1337 Georgia GEO 2014 4739.276913
1338 Georgia GEO 2013 4623.884714
1339 Georgia GEO 2012 4421.930712
1340 Georgia GEO 2011 4021.755230
1341 Georgia GEO 2010 3233.219752
1342 Germany DEU 2020 46749.476228
1343 Germany DEU 2019 46805.138433
1344 Germany DEU 2018 47939.278288
1345 Germany DEU 2017 44652.589172
1346 Germany DEU 2016 42136.120791
1347 Germany DEU 2015 41103.256436
1348 Germany DEU 2014 48023.869985
1349 Germany DEU 2013 46298.922918
1350 Germany DEU 2012 43855.854466
1351 Germany DEU 2011 46705.895796
1352 Germany DEU 2010 41572.455948
1353 Ghana GHA 2020 2176.576218
1354 Ghana GHA 2019 2167.925440
1355 Ghana GHA 2018 2180.029684
1356 Ghana GHA 2017 1998.722666
1357 Ghana GHA 2016 1900.397674
1358 Ghana GHA 2015 1711.271317
1359 Ghana GHA 2014 1942.921869
1360 Ghana GHA 2013 2282.407501
1361 Ghana GHA 2012 1536.619635
1362 Ghana GHA 2011 1501.059171
1363 Ghana GHA 2010 1258.964197
1364 Gibraltar GIB 2020 NaN
1365 Gibraltar GIB 2019 NaN
1366 Gibraltar GIB 2018 NaN
1367 Gibraltar GIB 2017 NaN
1368 Gibraltar GIB 2016 NaN
1369 Gibraltar GIB 2015 NaN
1370 Gibraltar GIB 2014 NaN
1371 Gibraltar GIB 2013 NaN
1372 Gibraltar GIB 2012 NaN
1373 Gibraltar GIB 2011 NaN
1374 Gibraltar GIB 2010 NaN
1375 Greece GRC 2020 17617.291506
1376 Greece GRC 2019 19143.887617
1377 Greece GRC 2018 19756.990456
1378 Greece GRC 2017 18582.089341
1379 Greece GRC 2016 17923.966813
1380 Greece GRC 2015 18083.877906
1381 Greece GRC 2014 21616.710009
1382 Greece GRC 2013 21787.787764
1383 Greece GRC 2012 21912.998288
1384 Greece GRC 2011 25483.882564
1385 Greece GRC 2010 26716.648826
1386 Greenland GRL 2020 54693.076680
1387 Greenland GRL 2019 53309.203591
1388 Greenland GRL 2018 54545.135858
1389 Greenland GRL 2017 50765.749467
1390 Greenland GRL 2016 48181.745354
1391 Greenland GRL 2015 44536.354971
1392 Greenland GRL 2014 50485.224414
1393 Greenland GRL 2013 47535.488379
1394 Greenland GRL 2012 45936.956282
1395 Greenland GRL 2011 47186.875997
1396 Greenland GRL 2010 43988.528029
1397 Grenada GRD 2020 8437.536782
1398 Grenada GRD 2019 9887.920742
1399 Grenada GRD 2018 9574.310271
1400 Grenada GRD 2017 9309.261296
1401 Grenada GRD 2016 8849.513535
1402 Grenada GRD 2015 8379.621847
1403 Grenada GRD 2014 7726.378262
1404 Grenada GRD 2013 7205.254765
1405 Grenada GRD 2012 6900.765076
1406 Grenada GRD 2011 6775.749278
1407 Grenada GRD 2010 6760.974884
1408 Guam GUM 2020 34780.861662
1409 Guam GUM 2019 37752.633077
1410 Guam GUM 2018 35902.725904
1411 Guam GUM 2017 35663.025041
1412 Guam GUM 2016 35052.807908
1413 Guam GUM 2015 34522.377930
1414 Guam GUM 2014 33483.941436
1415 Guam GUM 2013 32318.890898
1416 Guam GUM 2012 31642.146257
1417 Guam GUM 2011 30087.715591
1418 Guam GUM 2010 30011.218580
1419 Guatemala GTM 2020 4609.897258
1420 Guatemala GTM 2019 4647.807541
1421 Guatemala GTM 2018 4485.752135
1422 Guatemala GTM 2017 4454.024509
1423 Guatemala GTM 2016 4173.281349
1424 Guatemala GTM 2015 3994.629085
1425 Guatemala GTM 2014 3779.626205
1426 Guatemala GTM 2013 3522.767429
1427 Guatemala GTM 2012 3355.034777
1428 Guatemala GTM 2011 3228.038278
1429 Guatemala GTM 2010 2852.557593
1430 Guinea GIN 2020 1073.659339
1431 Guinea GIN 2019 1043.899886
1432 Guinea GIN 2018 944.417269
1433 Guinea GIN 2017 843.464279
1434 Guinea GIN 2016 720.473255
1435 Guinea GIN 2015 756.425590
1436 Guinea GIN 2014 774.569040
1437 Guinea GIN 2013 757.692273
1438 Guinea GIN 2012 707.967678
1439 Guinea GIN 2011 644.502549
1440 Guinea GIN 2010 667.281602
1441 Guinea-Bissau GNB 2020 710.258133
1442 Guinea-Bissau GNB 2019 730.611432
1443 Guinea-Bissau GNB 2018 781.644368
1444 Guinea-Bissau GNB 2017 718.245738
1445 Guinea-Bissau GNB 2016 642.666390
1446 Guinea-Bissau GNB 2015 585.957013
1447 Guinea-Bissau GNB 2014 605.122546
1448 Guinea-Bissau GNB 2013 616.159929
1449 Guinea-Bissau GNB 2012 598.572626
1450 Guinea-Bissau GNB 2011 683.534476
1451 Guinea-Bissau GNB 2010 542.284101
1452 Guyana GUY 2020 6863.074346
1453 Guyana GUY 2019 6477.296726
1454 Guyana GUY 2018 6094.909837
1455 Guyana GUY 2017 6220.978568
1456 Guyana GUY 2016 5905.380196
1457 Guyana GUY 2015 5668.429765
1458 Guyana GUY 2014 5495.377084
1459 Guyana GUY 2013 5576.250215
1460 Guyana GUY 2012 5461.390085
1461 Guyana GUY 2011 4960.004726
1462 Guyana GUY 2010 4589.872498
1463 Haiti HTI 2020 1283.141228
1464 Haiti HTI 2019 1345.475055
1465 Haiti HTI 2018 1489.578406
1466 Haiti HTI 2017 1389.358623
1467 Haiti HTI 2016 1313.186095
1468 Haiti HTI 2015 1405.714786
1469 Haiti HTI 2014 1454.649175
1470 Haiti HTI 2013 1452.313548
1471 Haiti HTI 2012 1356.172777
1472 Haiti HTI 2011 1306.845319
1473 Haiti HTI 2010 1204.862055
1474 Honduras HND 2020 2354.121434
1475 Honduras HND 2019 2519.366185
1476 Honduras HND 2018 2457.686042
1477 Honduras HND 2017 2403.306088
1478 Honduras HND 2016 2295.536270
1479 Honduras HND 2015 2257.225284
1480 Honduras HND 2014 2164.424550
1481 Honduras HND 2013 2064.550536
1482 Honduras HND 2012 2107.345428
1483 Honduras HND 2011 2053.959695
1484 Honduras HND 2010 1874.271704
1485 Hong Kong SAR, China HKG 2020 46109.229995
1486 Hong Kong SAR, China HKG 2019 48359.001195
1487 Hong Kong SAR, China HKG 2018 48537.566889
1488 Hong Kong SAR, China HKG 2017 46160.429791
1489 Hong Kong SAR, China HKG 2016 43734.198070
1490 Hong Kong SAR, China HKG 2015 42432.161974
1491 Hong Kong SAR, China HKG 2014 40315.373951
1492 Hong Kong SAR, China HKG 2013 38403.777715
1493 Hong Kong SAR, China HKG 2012 36730.796196
1494 Hong Kong SAR, China HKG 2011 35142.487934
1495 Hong Kong SAR, China HKG 2010 32550.136489
1496 Hungary HUN 2020 16125.609409
1497 Hungary HUN 2019 16786.213640
1498 Hungary HUN 2018 16425.205030
1499 Hungary HUN 2017 14621.239596
1500 Hungary HUN 2016 13104.699546
1501 Hungary HUN 2015 12717.038597
1502 Hungary HUN 2014 14294.258418
1503 Hungary HUN 2013 13715.070359
1504 Hungary HUN 2012 12984.836573
1505 Hungary HUN 2011 14234.471577
1506 Hungary HUN 2010 13217.504595
1507 Iceland ISL 2020 58848.418124
1508 Iceland ISL 2019 68452.236223
1509 Iceland ISL 2018 74452.189073
1510 Iceland ISL 2017 72010.149032
1511 Iceland ISL 2016 61987.926362
1512 Iceland ISL 2015 52951.681511
1513 Iceland ISL 2014 54576.744815
1514 Iceland ISL 2013 49804.982998
1515 Iceland ISL 2012 45995.547879
1516 Iceland ISL 2011 47714.592231
1517 Iceland ISL 2010 43237.072949
1518 India IND 2020 1913.219733
1519 India IND 2019 2050.163800
1520 India IND 2018 1974.377731
1521 India IND 2017 1957.969813
1522 India IND 2016 1714.279537
1523 India IND 2015 1590.174331
1524 India IND 2014 1559.863779
1525 India IND 2013 1438.057005
1526 India IND 2012 1434.017987
1527 India IND 2011 1449.603301
1528 India IND 2010 1350.634470
1529 Indonesia IDN 2020 3895.618152
1530 Indonesia IDN 2019 4151.227554
1531 Indonesia IDN 2018 3902.661676
1532 Indonesia IDN 2017 3839.785075
1533 Indonesia IDN 2016 3558.818852
1534 Indonesia IDN 2015 3322.581679
1535 Indonesia IDN 2014 3476.624854
1536 Indonesia IDN 2013 3602.885517
1537 Indonesia IDN 2012 3668.212083
1538 Indonesia IDN 2011 3613.800888
1539 Indonesia IDN 2010 3094.443079
1540 Iran, Islamic Rep. IRN 2020 2746.419483
1541 Iran, Islamic Rep. IRN 2019 3276.753265
1542 Iran, Islamic Rep. IRN 2018 3850.751253
1543 Iran, Islamic Rep. IRN 2017 5758.590728
1544 Iran, Islamic Rep. IRN 2016 5497.243233
1545 Iran, Islamic Rep. IRN 2015 4990.936795
1546 Iran, Islamic Rep. IRN 2014 5757.543333
1547 Iran, Islamic Rep. IRN 2013 6280.681867
1548 Iran, Islamic Rep. IRN 2012 8329.002067
1549 Iran, Islamic Rep. IRN 2011 8201.581678
1550 Iran, Islamic Rep. IRN 2010 6458.573956
1551 Iraq IRQ 2020 4251.337253
1552 Iraq IRQ 2019 5621.181695
1553 Iraq IRQ 2018 5601.467061
1554 Iraq IRQ 2017 4725.193573
1555 Iraq IRQ 2016 4305.202702
1556 Iraq IRQ 2015 4416.942924
1557 Iraq IRQ 2014 6215.986033
1558 Iraq IRQ 2013 6612.902252
1559 Iraq IRQ 2012 6437.503076
1560 Iraq IRQ 2011 5736.898959
1561 Iraq IRQ 2010 4430.426242
1562 Ireland IRL 2020 85973.088488
1563 Ireland IRL 2019 80848.301902
1564 Ireland IRL 2018 79446.939109
1565 Ireland IRL 2017 70150.737016
1566 Ireland IRL 2016 62784.065688
1567 Ireland IRL 2015 62179.264266
1568 Ireland IRL 2014 55752.764984
1569 Ireland IRL 2013 51496.961685
1570 Ireland IRL 2012 48943.820646
1571 Ireland IRL 2011 52219.705733
1572 Ireland IRL 2010 48663.600444
1573 Isle of Man IMN 2020 79530.605484
1574 Isle of Man IMN 2019 87152.453018
1575 Isle of Man IMN 2018 89425.891389
1576 Isle of Man IMN 2017 83510.303746
1577 Isle of Man IMN 2016 82041.621050
1578 Isle of Man IMN 2015 84753.456728
1579 Isle of Man IMN 2014 91881.128361
1580 Isle of Man IMN 2013 83204.747170
1581 Isle of Man IMN 2012 79326.382999
1582 Isle of Man IMN 2011 77838.396926
1583 Isle of Man IMN 2010 70625.168540
1584 Israel ISR 2020 44846.791595
1585 Israel ISR 2019 44452.232562
1586 Israel ISR 2018 42406.845426
1587 Israel ISR 2017 41114.781708
1588 Israel ISR 2016 37690.473951
1589 Israel ISR 2015 36206.522217
1590 Israel ISR 2014 38259.681096
1591 Israel ISR 2013 36941.842357
1592 Israel ISR 2012 33156.228316
1593 Israel ISR 2011 34354.716118
1594 Israel ISR 2010 31266.605317
1595 Italy ITA 2020 31922.919163
1596 Italy ITA 2019 33673.750963
1597 Italy ITA 2018 34622.169666
1598 Italy ITA 2017 32406.720315
1599 Italy ITA 2016 30960.731509
1600 Italy ITA 2015 30242.386135
1601 Italy ITA 2014 35565.721377
1602 Italy ITA 2013 35560.081406
1603 Italy ITA 2012 35051.521270
1604 Italy ITA 2011 38649.639484
1605 Italy ITA 2010 36035.644995
1606 Jamaica JAM 2020 4897.264750
1607 Jamaica JAM 2019 5626.170473
1608 Jamaica JAM 2018 5594.493573
1609 Jamaica JAM 2017 5273.149027
1610 Jamaica JAM 2016 5022.700192
1611 Jamaica JAM 2015 5077.550984
1612 Jamaica JAM 2014 4991.561532
1613 Jamaica JAM 2013 5143.722183
1614 Jamaica JAM 2012 5365.242172
1615 Jamaica JAM 2011 5259.931753
1616 Jamaica JAM 2010 4835.791087
1617 Japan JPN 2020 40040.765506
1618 Japan JPN 2019 40415.956765
1619 Japan JPN 2018 39751.133098
1620 Japan JPN 2017 38834.052934
1621 Japan JPN 2016 39375.473162
1622 Japan JPN 2015 34960.639384
1623 Japan JPN 2014 38475.395246
1624 Japan JPN 2013 40898.647896
1625 Japan JPN 2012 49145.280431
1626 Japan JPN 2011 48760.078949
1627 Japan JPN 2010 44968.156235
1628 Jordan JOR 2020 3998.673138
1629 Jordan JOR 2019 4159.653754
1630 Jordan JOR 2018 4146.407311
1631 Jordan JOR 2017 4073.116403
1632 Jordan JOR 2016 4003.404746
1633 Jordan JOR 2015 4064.253010
1634 Jordan JOR 2014 4255.894302
1635 Jordan JOR 2013 4477.618321
1636 Jordan JOR 2012 4386.461819
1637 Jordan JOR 2011 4152.493981
1638 Jordan JOR 2010 3914.701231
1639 Kazakhstan KAZ 2020 9121.636409
1640 Kazakhstan KAZ 2019 9812.595526
1641 Kazakhstan KAZ 2018 9812.625431
1642 Kazakhstan KAZ 2017 9247.580679
1643 Kazakhstan KAZ 2016 7714.841844
1644 Kazakhstan KAZ 2015 10510.770324
1645 Kazakhstan KAZ 2014 12807.263045
1646 Kazakhstan KAZ 2013 13890.633969
1647 Kazakhstan KAZ 2012 12386.699265
1648 Kazakhstan KAZ 2011 11633.998584
1649 Kazakhstan KAZ 2010 9070.488253
1650 Kenya KEN 2020 1936.250755
1651 Kenya KEN 2019 1970.080070
1652 Kenya KEN 2018 1845.783414
1653 Kenya KEN 2017 1675.988422
1654 Kenya KEN 2016 1562.076619
1655 Kenya KEN 2015 1496.653573
1656 Kenya KEN 2014 1489.919721
1657 Kenya KEN 2013 1376.829205
1658 Kenya KEN 2012 1289.780791
1659 Kenya KEN 2011 1099.315465
1660 Kenya KEN 2010 1093.639624
1661 Kiribati KIR 2020 1403.993853
1662 Kiribati KIR 2019 1410.014643
1663 Kiribati KIR 2018 1607.229825
1664 Kiribati KIR 2017 1566.447136
1665 Kiribati KIR 2016 1506.231003
1666 Kiribati KIR 2015 1459.143983
1667 Kiribati KIR 2014 1546.881768
1668 Kiribati KIR 2013 1628.642594
1669 Kiribati KIR 2012 1698.919124
1670 Kiribati KIR 2011 1644.407553
1671 Kiribati KIR 2010 1438.081413
1672 Korea, Dem. People's Rep. PRK 2020 NaN
1673 Korea, Dem. People's Rep. PRK 2019 NaN
1674 Korea, Dem. People's Rep. PRK 2018 NaN
1675 Korea, Dem. People's Rep. PRK 2017 NaN
1676 Korea, Dem. People's Rep. PRK 2016 NaN
1677 Korea, Dem. People's Rep. PRK 2015 NaN
1678 Korea, Dem. People's Rep. PRK 2014 NaN
1679 Korea, Dem. People's Rep. PRK 2013 NaN
1680 Korea, Dem. People's Rep. PRK 2012 NaN
1681 Korea, Dem. People's Rep. PRK 2011 NaN
1682 Korea, Dem. People's Rep. PRK 2010 NaN
1683 Korea, Rep. KOR 2020 31721.298914
1684 Korea, Rep. KOR 2019 31902.416905
1685 Korea, Rep. KOR 2018 33447.156284
1686 Korea, Rep. KOR 2017 31600.735874
1687 Korea, Rep. KOR 2016 29280.440317
1688 Korea, Rep. KOR 2015 28737.439171
1689 Korea, Rep. KOR 2014 29252.931238
1690 Korea, Rep. KOR 2013 27179.517015
1691 Korea, Rep. KOR 2012 25459.168900
1692 Korea, Rep. KOR 2011 25097.595427
1693 Korea, Rep. KOR 2010 23079.260126
1694 Kosovo XKX 2020 4310.934002
1695 Kosovo XKX 2019 4416.029253
1696 Kosovo XKX 2018 4384.188680
1697 Kosovo XKX 2017 4009.353811
1698 Kosovo XKX 2016 3759.472855
1699 Kosovo XKX 2015 3520.782075
1700 Kosovo XKX 2014 3902.530841
1701 Kosovo XKX 2013 3704.562803
1702 Kosovo XKX 2012 3410.693255
1703 Kosovo XKX 2011 3540.822786
1704 Kosovo XKX 2010 3009.523425
1705 Kuwait KWT 2020 24297.710802
1706 Kuwait KWT 2019 30666.237131
1707 Kuwait KWT 2018 32012.187525
1708 Kuwait KWT 2017 29258.266327
1709 Kuwait KWT 2016 27026.687660
1710 Kuwait KWT 2015 29315.198508
1711 Kuwait KWT 2014 43239.835178
1712 Kuwait KWT 2013 47762.796703
1713 Kuwait KWT 2012 51271.067757
1714 Kuwait KWT 2011 49010.310500
1715 Kuwait KWT 2010 39212.579414
1716 Kyrgyz Republic KGZ 2020 1256.929226
1717 Kyrgyz Republic KGZ 2019 1451.515638
1718 Kyrgyz Republic KGZ 2018 1308.139785
1719 Kyrgyz Republic KGZ 2017 1242.770220
1720 Kyrgyz Republic KGZ 2016 1120.667058
1721 Kyrgyz Republic KGZ 2015 1121.082696
1722 Kyrgyz Republic KGZ 2014 1279.770784
1723 Kyrgyz Republic KGZ 2013 1282.438248
1724 Kyrgyz Republic KGZ 2012 1177.975261
1725 Kyrgyz Republic KGZ 2011 1123.883144
1726 Kyrgyz Republic KGZ 2010 880.038522
1727 Lao PDR LAO 2020 2593.355097
1728 Lao PDR LAO 2019 2598.505523
1729 Lao PDR LAO 2018 2553.361866
1730 Lao PDR LAO 2017 2439.463355
1731 Lao PDR LAO 2016 2309.049076
1732 Lao PDR LAO 2015 2125.459057
1733 Lao PDR LAO 2014 1984.508670
1734 Lao PDR LAO 2013 1815.440238
1735 Lao PDR LAO 2012 1566.009745
1736 Lao PDR LAO 2011 1363.725290
1737 Lao PDR LAO 2010 1127.835236
1738 Latvia LVA 2020 18096.202707
1739 Latvia LVA 2019 17883.349411
1740 Latvia LVA 2018 17865.031095
1741 Latvia LVA 2017 15695.115154
1742 Latvia LVA 2016 14331.751589
1743 Latvia LVA 2015 13786.456795
1744 Latvia LVA 2014 15742.391338
1745 Latvia LVA 2013 15007.491856
1746 Latvia LVA 2012 13847.337939
1747 Latvia LVA 2011 13338.962235
1748 Latvia LVA 2010 11420.994003
1749 Lebanon LBN 2020 5599.957523
1750 Lebanon LBN 2019 8925.421860
1751 Lebanon LBN 2018 9225.845155
1752 Lebanon LBN 2017 8679.897422
1753 Lebanon LBN 2016 8172.299476
1754 Lebanon LBN 2015 7802.751368
1755 Lebanon LBN 2014 7665.379692
1756 Lebanon LBN 2013 8255.209211
1757 Lebanon LBN 2012 8500.180563
1758 Lebanon LBN 2011 7914.109568
1759 Lebanon LBN 2010 7695.245415
1760 Lesotho LSO 2020 917.356381
1761 Lesotho LSO 2019 1061.223356
1762 Lesotho LSO 2018 1162.978854
1763 Lesotho LSO 2017 1062.456192
1764 Lesotho LSO 2016 994.239764
1765 Lesotho LSO 2015 1113.836835
1766 Lesotho LSO 2014 1165.050650
1767 Lesotho LSO 2013 1141.360923
1768 Lesotho LSO 2012 1205.859985
1769 Lesotho LSO 2011 1265.857945
1770 Lesotho LSO 2010 1104.811547
1771 Liberia LBR 2020 597.529692
1772 Liberia LBR 2019 665.878448
1773 Liberia LBR 2018 700.037039
1774 Liberia LBR 2017 706.892692
1775 Liberia LBR 2016 722.131227
1776 Liberia LBR 2015 699.662947
1777 Liberia LBR 2014 713.734882
1778 Liberia LBR 2013 717.635753
1779 Liberia LBR 2012 644.455577
1780 Liberia LBR 2011 573.526422
1781 Liberia LBR 2010 497.020365
1782 Libya LBY 2020 7034.658364
1783 Libya LBY 2019 10542.429020
1784 Libya LBY 2018 11838.298707
1785 Libya LBY 2017 10529.116269
1786 Libya LBY 2016 7945.006050
1787 Libya LBY 2015 7867.515731
1788 Libya LBY 2014 9408.752546
1789 Libya LBY 2013 12589.529715
1790 Libya LBY 2012 15765.419791
1791 Libya LBY 2011 7784.133214
1792 Libya LBY 2010 11611.358595
1793 Liechtenstein LIE 2020 165287.186767
1794 Liechtenstein LIE 2019 167259.160312
1795 Liechtenstein LIE 2018 175286.679025
1796 Liechtenstein LIE 2017 170875.682067
1797 Liechtenstein LIE 2016 165845.995201
1798 Liechtenstein LIE 2015 167809.269875
1799 Liechtenstein LIE 2014 179467.516167
1800 Liechtenstein LIE 2013 173659.411799
1801 Liechtenstein LIE 2012 149461.785571
1802 Liechtenstein LIE 2011 158603.608967
1803 Liechtenstein LIE 2010 141466.827324
1804 Lithuania LTU 2020 20381.855783
1805 Lithuania LTU 2019 19615.549145
1806 Lithuania LTU 2018 19186.359592
1807 Lithuania LTU 2017 16885.407395
1808 Lithuania LTU 2016 15008.313245
1809 Lithuania LTU 2015 14263.964577
1810 Lithuania LTU 2014 16551.018202
1811 Lithuania LTU 2013 15729.652467
1812 Lithuania LTU 2012 14367.709425
1813 Lithuania LTU 2011 14376.947864
1814 Lithuania LTU 2010 11987.508412
1815 Luxembourg LUX 2020 116905.370397
1816 Luxembourg LUX 2019 112726.439673
1817 Luxembourg LUX 2018 116786.511655
1818 Luxembourg LUX 2017 110193.213797
1819 Luxembourg LUX 2016 106899.293550
1820 Luxembourg LUX 2015 105462.012584
1821 Luxembourg LUX 2014 123678.702143
1822 Luxembourg LUX 2013 120000.140730
1823 Luxembourg LUX 2012 112584.676271
1824 Luxembourg LUX 2011 119025.057203
1825 Luxembourg LUX 2010 110885.991379
1826 Macao SAR, China MAC 2020 37474.734595
1827 Macao SAR, China MAC 2019 82998.636101
1828 Macao SAR, China MAC 2018 84779.453694
1829 Macao SAR, China MAC 2017 78896.274749
1830 Macao SAR, China MAC 2016 71919.054919
1831 Macao SAR, China MAC 2015 73220.635555
1832 Macao SAR, China MAC 2014 90873.602487
1833 Macao SAR, China MAC 2013 86853.477047
1834 Macao SAR, China MAC 2012 74111.601186
1835 Macao SAR, China MAC 2011 64528.362823
1836 Macao SAR, China MAC 2010 50676.387082
1837 Madagascar MDG 2020 462.404229
1838 Madagascar MDG 2019 512.279666
1839 Madagascar MDG 2018 512.543992
1840 Madagascar MDG 2017 503.498059
1841 Madagascar MDG 2016 464.616158
1842 Madagascar MDG 2015 455.638035
1843 Madagascar MDG 2014 517.136183
1844 Madagascar MDG 2013 526.688020
1845 Madagascar MDG 2012 504.173738
1846 Madagascar MDG 2011 516.902539
1847 Madagascar MDG 2010 459.375408
1848 Malawi MWI 2020 622.184591
1849 Malawi MWI 2019 584.362867
1850 Malawi MWI 2018 537.932204
1851 Malawi MWI 2017 500.165547
1852 Malawi MWI 2016 454.443266
1853 Malawi MWI 2015 544.276873
1854 Malawi MWI 2014 534.126977
1855 Malawi MWI 2013 501.197173
1856 Malawi MWI 2012 563.061540
1857 Malawi MWI 2011 769.052599
1858 Malawi MWI 2010 688.139191
1859 Malaysia MYS 2020 10164.344431
1860 Malaysia MYS 2019 11132.102743
1861 Malaysia MYS 2018 11073.978970
1862 Malaysia MYS 2017 9979.704473
1863 Malaysia MYS 2016 9555.669593
1864 Malaysia MYS 2015 9699.600463
1865 Malaysia MYS 2014 11045.580121
1866 Malaysia MYS 2013 10727.669022
1867 Malaysia MYS 2012 10601.510456
1868 Malaysia MYS 2011 10209.371945
1869 Malaysia MYS 2010 8880.145805
1870 Maldives MDV 2020 7216.816371
1871 Maldives MDV 2019 11349.859264
1872 Maldives MDV 2018 11034.723597
1873 Maldives MDV 2017 10194.746148
1874 Maldives MDV 2016 9708.141348
1875 Maldives MDV 2015 9480.431514
1876 Maldives MDV 2014 8872.128379
1877 Maldives MDV 2013 8222.558036
1878 Maldives MDV 2012 7447.415605
1879 Maldives MDV 2011 7409.331903
1880 Maldives MDV 2010 7158.061421
1881 Mali MLI 2020 822.906137
1882 Mali MLI 2019 840.175746
1883 Mali MLI 2018 856.356597
1884 Mali MLI 2017 795.682802
1885 Mali MLI 2016 750.051809
1886 Mali MLI 2015 723.504205
1887 Mali MLI 2014 818.430341
1888 Mali MLI 2013 778.797053
1889 Mali MLI 2012 753.392138
1890 Mali MLI 2011 810.182556
1891 Mali MLI 2010 688.327866
1892 Malta MLT 2020 29597.636163
1893 Malta MLT 2019 31727.007075
1894 Malta MLT 2018 31785.884830
1895 Malta MLT 2017 28813.185340
1896 Malta MLT 2016 25623.941632
1897 Malta MLT 2015 24921.714177
1898 Malta MLT 2014 26753.273383
1899 Malta MLT 2013 24769.596229
1900 Malta MLT 2012 22526.537021
1901 Malta MLT 2011 23155.103527
1902 Malta MLT 2010 21798.914294
1903 Marshall Islands MHL 2020 5545.600267
1904 Marshall Islands MHL 2019 5186.833842
1905 Marshall Islands MHL 2018 4771.359204
1906 Marshall Islands MHL 2017 4507.622862
1907 Marshall Islands MHL 2016 4153.117176
1908 Marshall Islands MHL 2015 3703.649059
1909 Marshall Islands MHL 2014 3672.680934
1910 Marshall Islands MHL 2013 3611.699642
1911 Marshall Islands MHL 2012 3445.315403
1912 Marshall Islands MHL 2011 3238.887316
1913 Marshall Islands MHL 2010 3001.319829
1914 Mauritania MRT 2020 1836.292411
1915 Mauritania MRT 2019 1800.875187
1916 Mauritania MRT 2018 1749.954236
1917 Mauritania MRT 2017 1634.642158
1918 Mauritania MRT 2016 1579.200717
1919 Mauritania MRT 2015 1562.726836
1920 Mauritania MRT 2014 1715.388838
1921 Mauritania MRT 2013 1929.775639
1922 Mauritania MRT 2012 1850.384968
1923 Mauritania MRT 2011 1919.452271
1924 Mauritania MRT 2010 1646.130428
1925 Mauritius MUS 2020 9011.042884
1926 Mauritius MUS 2019 11403.252787
1927 Mauritius MUS 2018 11643.460596
1928 Mauritius MUS 2017 10841.684775
1929 Mauritius MUS 2016 9965.725311
1930 Mauritius MUS 2015 9507.871337
1931 Mauritius MUS 2014 10366.355075
1932 Mauritius MUS 2013 9764.644131
1933 Mauritius MUS 2012 9291.236276
1934 Mauritius MUS 2011 9197.042991
1935 Mauritius MUS 2010 8000.376432
1936 Mexico MEX 2020 8894.890650
1937 Mexico MEX 2019 10434.578365
1938 Mexico MEX 2018 10130.320698
1939 Mexico MEX 2017 9693.330091
1940 Mexico MEX 2016 9152.737223
1941 Mexico MEX 2015 10098.173181
1942 Mexico MEX 2014 11490.021690
1943 Mexico MEX 2013 11317.491061
1944 Mexico MEX 2012 10842.733089
1945 Mexico MEX 2011 10766.609939
1946 Mexico MEX 2010 9823.164076
1947 Micronesia, Fed. Sts. FSM 2020 3639.412699
1948 Micronesia, Fed. Sts. FSM 2019 3734.994927
1949 Micronesia, Fed. Sts. FSM 2018 3623.329337
1950 Micronesia, Fed. Sts. FSM 2017 3320.354976
1951 Micronesia, Fed. Sts. FSM 2016 3022.653627
1952 Micronesia, Fed. Sts. FSM 2015 2891.322103
1953 Micronesia, Fed. Sts. FSM 2014 2928.448782
1954 Micronesia, Fed. Sts. FSM 2013 2920.700863
1955 Micronesia, Fed. Sts. FSM 2012 3023.585446
1956 Micronesia, Fed. Sts. FSM 2011 2885.441249
1957 Micronesia, Fed. Sts. FSM 2010 2760.011340
1958 Moldova MDA 2020 4376.242493
1959 Moldova MDA 2019 4404.950422
1960 Moldova MDA 2018 4156.957500
1961 Moldova MDA 2017 3454.954690
1962 Moldova MDA 2016 2847.635069
1963 Moldova MDA 2015 2749.913038
1964 Moldova MDA 2014 3289.167846
1965 Moldova MDA 2013 3321.043978
1966 Moldova MDA 2012 3044.808432
1967 Moldova MDA 2011 2941.362241
1968 Moldova MDA 2010 2436.799351
1969 Monaco MCO 2020 182537.387370
1970 Monaco MCO 2019 199382.838585
1971 Monaco MCO 2018 193968.090133
1972 Monaco MCO 2017 173611.687860
1973 Monaco MCO 2016 174412.494536
1974 Monaco MCO 2015 170338.680381
1975 Monaco MCO 2014 195772.724262
1976 Monaco MCO 2013 185055.517569
1977 Monaco MCO 2012 165497.097810
1978 Monaco MCO 2011 179369.268180
1979 Monaco MCO 2010 161780.745361
1980 Mongolia MNG 2020 4041.174146
1981 Mongolia MNG 2019 4394.947150
1982 Mongolia MNG 2018 4165.022821
1983 Mongolia MNG 2017 3708.248221
1984 Mongolia MNG 2016 3690.756778
1985 Mongolia MNG 2015 3919.351213
1986 Mongolia MNG 2014 4211.939436
1987 Mongolia MNG 2013 4422.300876
1988 Mongolia MNG 2012 4402.304523
1989 Mongolia MNG 2011 3793.743655
1990 Mongolia MNG 2010 2660.288175
1991 Montenegro MNE 2020 7677.371321
1992 Montenegro MNE 2019 8909.653876
1993 Montenegro MNE 2018 8850.374925
1994 Montenegro MNE 2017 7803.358245
1995 Montenegro MNE 2016 7033.439624
1996 Montenegro MNE 2015 6517.192675
1997 Montenegro MNE 2014 7387.872969
1998 Montenegro MNE 2013 7188.863616
1999 Montenegro MNE 2012 6586.399703
2000 Montenegro MNE 2011 7328.789431
2001 Montenegro MNE 2010 6688.402596
2002 Morocco MAR 2020 3258.269043
2003 Morocco MAR 2019 3498.582764
2004 Morocco MAR 2018 3492.672607
2005 Morocco MAR 2017 3288.502686
2006 Morocco MAR 2016 3132.952148
2007 Morocco MAR 2015 3139.228271
2008 Morocco MAR 2014 3430.534424
2009 Morocco MAR 2013 3377.643555
2010 Morocco MAR 2012 3164.004639
2011 Morocco MAR 2011 3302.453125
2012 Morocco MAR 2010 3067.851807
2013 Mozambique MOZ 2020 456.581929
2014 Mozambique MOZ 2019 512.215764
2015 Mozambique MOZ 2018 510.379996
2016 Mozambique MOZ 2017 464.294721
2017 Mozambique MOZ 2016 435.760991
2018 Mozambique MOZ 2015 603.838514
2019 Mozambique MOZ 2014 690.443218
2020 Mozambique MOZ 2013 681.065114
2021 Mozambique MOZ 2012 681.492129
2022 Mozambique MOZ 2011 615.278660
2023 Mozambique MOZ 2010 494.584022
2024 Myanmar MMR 2020 1479.613689
2025 Myanmar MMR 2019 1415.379676
2026 Myanmar MMR 2018 1288.418087
2027 Myanmar MMR 2017 1263.285263
2028 Myanmar MMR 2016 1218.217034
2029 Myanmar MMR 2015 1159.340201
2030 Myanmar MMR 2014 1281.438718
2031 Myanmar MMR 2013 1189.964765
2032 Myanmar MMR 2012 1193.547649
2033 Myanmar MMR 2011 1204.496472
2034 Myanmar MMR 2010 1003.033455
2035 Namibia NAM 2020 4252.041720
2036 Namibia NAM 2019 5126.176143
2037 Namibia NAM 2018 5687.381043
2038 Namibia NAM 2017 5453.570623
2039 Namibia NAM 2016 4614.892075
2040 Namibia NAM 2015 4965.672765
2041 Namibia NAM 2014 5544.104068
2042 Namibia NAM 2013 5463.031366
2043 Namibia NAM 2012 6017.178365
2044 Namibia NAM 2011 5873.059381
2045 Namibia NAM 2010 5445.420063
2046 Nauru NRU 2020 10124.700622
2047 Nauru NRU 2019 10316.527823
2048 Nauru NRU 2018 10985.874397
2049 Nauru NRU 2017 9361.037397
2050 Nauru NRU 2016 8528.630151
2051 Nauru NRU 2015 7587.254410
2052 Nauru NRU 2014 9063.002230
2053 Nauru NRU 2013 8825.978581
2054 Nauru NRU 2012 9675.959685
2055 Nauru NRU 2011 6328.102672
2056 Nauru NRU 2010 4644.355494
2057 Nepal NPL 2020 1139.189892
2058 Nepal NPL 2019 1185.682318
2059 Nepal NPL 2018 1161.534350
2060 Nepal NPL 2017 1027.965474
2061 Nepal NPL 2016 880.224894
2062 Nepal NPL 2015 882.307663
2063 Nepal NPL 2014 827.744705
2064 Nepal NPL 2013 809.384458
2065 Nepal NPL 2012 794.092559
2066 Nepal NPL 2011 791.225577
2067 Nepal NPL 2010 589.165435
2068 Netherlands NLD 2020 52162.570115
2069 Netherlands NLD 2019 52476.273253
2070 Netherlands NLD 2018 53044.532435
2071 Netherlands NLD 2017 48675.222335
2072 Netherlands NLD 2016 46039.105928
2073 Netherlands NLD 2015 45193.403219
2074 Netherlands NLD 2014 52900.537415
2075 Netherlands NLD 2013 52198.897561
2076 Netherlands NLD 2012 50070.141605
2077 Netherlands NLD 2011 54230.312903
2078 Netherlands NLD 2010 50999.745117
2079 New Caledonia NCL 2020 34877.635635
2080 New Caledonia NCL 2019 34934.579430
2081 New Caledonia NCL 2018 36495.195942
2082 New Caledonia NCL 2017 33876.329094
2083 New Caledonia NCL 2016 32286.910498
2084 New Caledonia NCL 2015 32428.572235
2085 New Caledonia NCL 2014 39675.566479
2086 New Caledonia NCL 2013 38503.254061
2087 New Caledonia NCL 2012 37294.022847
2088 New Caledonia NCL 2011 40697.652859
2089 New Caledonia NCL 2010 37494.895203
2090 New Zealand NZL 2020 41760.594784
2091 New Zealand NZL 2019 42796.430582
2092 New Zealand NZL 2018 43236.886692
2093 New Zealand NZL 2017 42910.972836
2094 New Zealand NZL 2016 40058.196162
2095 New Zealand NZL 2015 38630.726589
2096 New Zealand NZL 2014 44572.898754
2097 New Zealand NZL 2013 42976.649588
2098 New Zealand NZL 2012 39973.380759
2099 New Zealand NZL 2011 38387.627078
2100 New Zealand NZL 2010 33676.774124
2101 Nicaragua NIC 2020 1876.607378
2102 Nicaragua NIC 2019 1905.638328
2103 Nicaragua NIC 2018 1981.858367
2104 Nicaragua NIC 2017 2127.282818
2105 Nicaragua NIC 2016 2079.451027
2106 Nicaragua NIC 2015 2025.321432
2107 Nicaragua NIC 2014 1913.521348
2108 Nicaragua NIC 2013 1794.789188
2109 Nicaragua NIC 2012 1746.421254
2110 Nicaragua NIC 2011 1644.801481
2111 Nicaragua NIC 2010 1495.733754
2112 Niger NER 2020 564.841662
2113 Niger NER 2019 549.816128
2114 Niger NER 2018 568.599660
2115 Niger NER 2017 514.543398
2116 Niger NER 2016 497.036121
2117 Niger NER 2015 481.111301
2118 Niger NER 2014 560.754475
2119 Niger NER 2013 548.157849
2120 Niger NER 2012 525.047285
2121 Niger NER 2011 507.602495
2122 Niger NER 2010 471.612688
2123 Nigeria NGA 2020 2074.613747
2124 Nigeria NGA 2019 2334.023643
2125 Nigeria NGA 2018 2125.834491
2126 Nigeria NGA 2017 1941.879479
2127 Nigeria NGA 2016 2144.780344
2128 Nigeria NGA 2015 2679.554223
2129 Nigeria NGA 2014 3200.952799
2130 Nigeria NGA 2013 2976.756832
2131 Nigeria NGA 2012 2728.022788
2132 Nigeria NGA 2011 2504.879101
2133 Nigeria NGA 2010 2280.111289
2134 North Macedonia MKD 2020 5965.450232
2135 North Macedonia MKD 2019 6070.388054
2136 North Macedonia MKD 2018 6108.739170
2137 North Macedonia MKD 2017 5450.497069
2138 North Macedonia MKD 2016 5149.586764
2139 North Macedonia MKD 2015 4861.556160
2140 North Macedonia MKD 2014 5495.731380
2141 North Macedonia MKD 2013 5241.053601
2142 North Macedonia MKD 2012 4728.313079
2143 North Macedonia MKD 2011 5098.094701
2144 North Macedonia MKD 2010 4577.689543
2145 Northern Mariana Islands MNP 2020 17302.922137
2146 Northern Mariana Islands MNP 2019 23687.271852
2147 Northern Mariana Islands MNP 2018 25862.754453
2148 Northern Mariana Islands MNP 2017 30751.641073
2149 Northern Mariana Islands MNP 2016 24054.915612
2150 Northern Mariana Islands MNP 2015 17665.100749
2151 Northern Mariana Islands MNP 2014 16044.430731
2152 Northern Mariana Islands MNP 2013 14806.006789
2153 Northern Mariana Islands MNP 2012 14247.789301
2154 Northern Mariana Islands MNP 2011 13880.426504
2155 Northern Mariana Islands MNP 2010 14772.496164
2156 Norway NOR 2020 68340.018103
2157 Norway NOR 2019 76430.588947
2158 Norway NOR 2018 82792.842711
2159 Norway NOR 2017 76131.838403
2160 Norway NOR 2016 70867.360997
2161 Norway NOR 2015 74809.965805
2162 Norway NOR 2014 97666.695184
2163 Norway NOR 2013 103553.840134
2164 Norway NOR 2012 102175.919298
2165 Norway NOR 2011 101221.813477
2166 Norway NOR 2010 88163.208593
2167 Oman OMN 2020 16707.623006
2168 Oman OMN 2019 19132.152274
2169 Oman OMN 2018 19887.574311
2170 Oman OMN 2017 17802.575118
2171 Oman OMN 2016 17082.206200
2172 Oman OMN 2015 18777.433059
2173 Oman OMN 2014 23121.206377
2174 Oman OMN 2013 23563.940599
2175 Oman OMN 2012 24722.638825
2176 Oman OMN 2011 24166.096305
2177 Oman OMN 2010 22552.199007
2178 Pakistan PAK 2020 1322.314785
2179 Pakistan PAK 2019 1437.165833
2180 Pakistan PAK 2018 1620.742591
2181 Pakistan PAK 2017 1567.640612
2182 Pakistan PAK 2016 1468.822082
2183 Pakistan PAK 2015 1421.835278
2184 Pakistan PAK 2014 1303.185370
2185 Pakistan PAK 2013 1259.668368
2186 Pakistan PAK 2012 1236.892763
2187 Pakistan PAK 2011 1161.044321
2188 Pakistan PAK 2010 1011.597180
2189 Palau PLW 2020 14349.316819
2190 Palau PLW 2019 15738.467013
2191 Palau PLW 2018 16152.389233
2192 Palau PLW 2017 16011.661154
2193 Palau PLW 2016 16743.376740
2194 Palau PLW 2015 15761.363381
2195 Palau PLW 2014 13580.006743
2196 Palau PLW 2013 12418.826172
2197 Palau PLW 2012 11835.383930
2198 Palau PLW 2011 10795.564693
2199 Palau PLW 2010 10029.288026
2200 Panama PAN 2020 13293.333195
2201 Panama PAN 2019 16472.831747
2202 Panama PAN 2018 16156.074286
2203 Panama PAN 2017 15185.972481
2204 Panama PAN 2016 14382.232382
2205 Panama PAN 2015 13669.559442
2206 Panama PAN 2014 12837.247958
2207 Panama PAN 2013 11932.286221
2208 Panama PAN 2012 10767.293179
2209 Panama PAN 2011 9403.439908
2210 Panama PAN 2010 8124.558307
2211 Papua New Guinea PNG 2020 2446.084687
2212 Papua New Guinea PNG 2019 2593.775554
2213 Papua New Guinea PNG 2018 2584.327802
2214 Papua New Guinea PNG 2017 2495.140773
2215 Papua New Guinea PNG 2016 2332.675888
2216 Papua New Guinea PNG 2015 2502.073445
2217 Papua New Guinea PNG 2014 2742.250050
2218 Papua New Guinea PNG 2013 2578.498647
2219 Papua New Guinea PNG 2012 2653.092790
2220 Papua New Guinea PNG 2011 2303.826611
2221 Papua New Guinea PNG 2010 1879.240559
2222 Paraguay PRY 2020 5353.348065
2223 Paraguay PRY 2019 5807.838794
2224 Paraguay PRY 2018 6242.961454
2225 Paraguay PRY 2017 6136.058301
2226 Paraguay PRY 2016 5759.042198
2227 Paraguay PRY 2015 5861.401895
2228 Paraguay PRY 2014 6629.416993
2229 Paraguay PRY 2013 6410.814703
2230 Paraguay PRY 2012 5617.104918
2231 Paraguay PRY 2011 5776.281848
2232 Paraguay PRY 2010 4725.726341
2233 Peru PER 2020 6063.626923
2234 Peru PER 2019 6955.880824
2235 Peru PER 2018 6912.103988
2236 Peru PER 2017 6676.308793
2237 Peru PER 2016 6163.860425
2238 Peru PER 2015 6180.119268
2239 Peru PER 2014 6614.830820
2240 Peru PER 2013 6697.187747
2241 Peru PER 2012 6475.720443
2242 Peru PER 2011 5826.832307
2243 Peru PER 2010 5047.204643
2244 Philippines PHL 2020 3224.422811
2245 Philippines PHL 2019 3413.849044
2246 Philippines PHL 2018 3194.672701
2247 Philippines PHL 2017 3077.434419
2248 Philippines PHL 2016 3038.152037
2249 Philippines PHL 2015 2974.296917
2250 Philippines PHL 2014 2935.928598
2251 Philippines PHL 2013 2847.567943
2252 Philippines PHL 2012 2671.777522
2253 Philippines PHL 2011 2431.199961
2254 Philippines PHL 2010 2201.776828
2255 Poland POL 2020 15816.820402
2256 Poland POL 2019 15700.013580
2257 Poland POL 2018 15504.508937
2258 Poland POL 2017 13815.499946
2259 Poland POL 2016 12378.811764
2260 Poland POL 2015 12560.051420
2261 Poland POL 2014 14181.948682
2262 Poland POL 2013 13558.341131
2263 Poland POL 2012 13010.755587
2264 Poland POL 2011 13776.388362
2265 Poland POL 2010 12504.250186
2266 Portugal PRT 2020 22242.406418
2267 Portugal PRT 2019 23330.817289
2268 Portugal PRT 2018 23562.554523
2269 Portugal PRT 2017 21490.429863
2270 Portugal PRT 2016 19991.972488
2271 Portugal PRT 2015 19250.106538
2272 Portugal PRT 2014 22103.700970
2273 Portugal PRT 2013 21653.195975
2274 Portugal PRT 2012 20563.713601
2275 Portugal PRT 2011 23217.295497
2276 Portugal PRT 2010 22520.642312
2277 Puerto Rico PRI 2020 31427.429114
2278 Puerto Rico PRI 2019 32916.866801
2279 Puerto Rico PRI 2018 31615.066792
2280 Puerto Rico PRI 2017 31108.752751
2281 Puerto Rico PRI 2016 30627.163402
2282 Puerto Rico PRI 2015 29763.488301
2283 Puerto Rico PRI 2014 28981.457331
2284 Puerto Rico PRI 2013 28513.165735
2285 Puerto Rico PRI 2012 27944.733894
2286 Puerto Rico PRI 2011 27278.883050
2287 Puerto Rico PRI 2010 26435.748786
2288 Qatar QAT 2020 52315.660078
2289 Qatar QAT 2019 62827.396954
2290 Qatar QAT 2018 66264.081168
2291 Qatar QAT 2017 59407.698050
2292 Qatar QAT 2016 58467.235571
2293 Qatar QAT 2015 66984.910200
2294 Qatar QAT 2014 93126.149463
2295 Qatar QAT 2013 97630.825515
2296 Qatar QAT 2012 98041.362238
2297 Qatar QAT 2011 92992.997131
2298 Qatar QAT 2010 73021.309753
2299 Romania ROU 2020 13047.456656
2300 Romania ROU 2019 12957.999114
2301 Romania ROU 2018 12494.423579
2302 Romania ROU 2017 10727.970863
2303 Romania ROU 2016 9404.381259
2304 Romania ROU 2015 8976.954489
2305 Romania ROU 2014 10031.342153
2306 Romania ROU 2013 9497.206476
2307 Romania ROU 2012 8930.729912
2308 Romania ROU 2011 9560.159425
2309 Romania ROU 2010 8397.809173
2310 Russian Federation RUS 2020 10194.441406
2311 Russian Federation RUS 2019 11536.258789
2312 Russian Federation RUS 2018 11287.354492
2313 Russian Federation RUS 2017 10720.332031
2314 Russian Federation RUS 2016 8704.894531
2315 Russian Federation RUS 2015 9313.021484
2316 Russian Federation RUS 2014 14095.646484
2317 Russian Federation RUS 2013 15974.622070
2318 Russian Federation RUS 2012 15420.859375
2319 Russian Federation RUS 2011 14311.064453
2320 Russian Federation RUS 2010 10674.990234
2321 Rwanda RWA 2020 773.773261
2322 Rwanda RWA 2019 806.100820
2323 Rwanda RWA 2018 768.943661
2324 Rwanda RWA 2017 756.547641
2325 Rwanda RWA 2016 728.869619
2326 Rwanda RWA 2015 733.887473
2327 Rwanda RWA 2014 724.792350
2328 Rwanda RWA 2013 704.485626
2329 Rwanda RWA 2012 706.202004
2330 Rwanda RWA 2011 650.991484
2331 Rwanda RWA 2010 594.160254
2332 Samoa WSM 2020 4042.722752
2333 Samoa WSM 2019 4308.300729
2334 Samoa WSM 2018 4189.052191
2335 Samoa WSM 2017 4261.640343
2336 Samoa WSM 2016 4105.810905
2337 Samoa WSM 2015 4048.467113
2338 Samoa WSM 2014 3948.728022
2339 Samoa WSM 2013 3989.898590
2340 Samoa WSM 2012 3902.311992
2341 Samoa WSM 2011 3789.626995
2342 Samoa WSM 2010 3494.395225
2343 San Marino SMR 2020 45321.489223
2344 San Marino SMR 2019 47287.398395
2345 San Marino SMR 2018 48464.524648
2346 San Marino SMR 2017 44885.517838
2347 San Marino SMR 2016 43398.428526
2348 San Marino SMR 2015 42281.811255
2349 San Marino SMR 2014 50133.606524
2350 San Marino SMR 2013 50435.367330
2351 San Marino SMR 2012 48433.570300
2352 San Marino SMR 2011 55815.285261
2353 San Marino SMR 2010 59516.323399
2354 Sao Tome and Principe STP 2020 2155.265868
2355 Sao Tome and Principe STP 2019 1924.408150
2356 Sao Tome and Principe STP 2018 1815.605495
2357 Sao Tome and Principe STP 2017 1547.822710
2358 Sao Tome and Principe STP 2016 1428.257908
2359 Sao Tome and Principe STP 2015 1292.733055
2360 Sao Tome and Principe STP 2014 1484.170105
2361 Sao Tome and Principe STP 2013 1378.230193
2362 Sao Tome and Principe STP 2012 1207.700702
2363 Sao Tome and Principe STP 2011 1217.212064
2364 Sao Tome and Principe STP 2010 1043.281427
2365 Saudi Arabia SAU 2020 20398.060987
2366 Saudi Arabia SAU 2019 23405.706100
2367 Saudi Arabia SAU 2018 24175.583314
2368 Saudi Arabia SAU 2017 20910.482962
2369 Saudi Arabia SAU 2016 19930.407544
2370 Saudi Arabia SAU 2015 20442.366063
2371 Saudi Arabia SAU 2014 23862.801186
2372 Saudi Arabia SAU 2013 23945.512311
2373 Saudi Arabia SAU 2012 24069.203315
2374 Saudi Arabia SAU 2011 22441.571144
2375 Saudi Arabia SAU 2010 17958.947831
2376 Senegal SEN 2020 1492.475903
2377 Senegal SEN 2019 1462.678353
2378 Senegal SEN 2018 1484.227070
2379 Senegal SEN 2017 1385.199214
2380 Senegal SEN 2016 1290.749971
2381 Senegal SEN 2015 1238.126400
2382 Senegal SEN 2014 1417.094987
2383 Senegal SEN 2013 1391.532190
2384 Senegal SEN 2012 1334.725915
2385 Senegal SEN 2011 1383.539116
2386 Senegal SEN 2010 1286.604966
2387 Serbia SRB 2020 7733.803469
2388 Serbia SRB 2019 7417.206608
2389 Serbia SRB 2018 7252.403668
2390 Serbia SRB 2017 6292.546549
2391 Serbia SRB 2016 5765.203352
2392 Serbia SRB 2015 5588.979444
2393 Serbia SRB 2014 6600.056211
2394 Serbia SRB 2013 6755.073675
2395 Serbia SRB 2012 6015.945228
2396 Serbia SRB 2011 6809.159804
2397 Serbia SRB 2010 5735.422857
2398 Seychelles SYC 2020 12020.021064
2399 Seychelles SYC 2019 16851.119765
2400 Seychelles SYC 2018 16411.921117
2401 Seychelles SYC 2017 15961.243631
2402 Seychelles SYC 2016 15409.804634
2403 Seychelles SYC 2015 14894.485783
2404 Seychelles SYC 2014 15188.174675
2405 Seychelles SYC 2013 14729.626623
2406 Seychelles SYC 2012 12342.510282
2407 Seychelles SYC 2011 12113.881722
2408 Seychelles SYC 2010 10938.152764
2409 Sierra Leone SLE 2020 493.432241
2410 Sierra Leone SLE 2019 506.606914
2411 Sierra Leone SLE 2018 519.649964
2412 Sierra Leone SLE 2017 484.456129
2413 Sierra Leone SLE 2016 515.447840
2414 Sierra Leone SLE 2015 581.293412
2415 Sierra Leone SLE 2014 702.338588
2416 Sierra Leone SLE 2013 706.452682
2417 Sierra Leone SLE 2012 558.179723
2418 Sierra Leone SLE 2011 443.451842
2419 Sierra Leone SLE 2010 400.540744
2420 Singapore SGP 2020 61273.991659
2421 Singapore SGP 2019 66070.486812
2422 Singapore SGP 2018 66836.521995
2423 Singapore SGP 2017 61164.897357
2424 Singapore SGP 2016 56895.658313
2425 Singapore SGP 2015 55645.606861
2426 Singapore SGP 2014 57564.802311
2427 Singapore SGP 2013 56967.425794
2428 Singapore SGP 2012 55547.555308
2429 Singapore SGP 2011 53891.457026
2430 Singapore SGP 2010 47236.683085
2431 Sint Maarten (Dutch part) SXM 2020 29223.069615
2432 Sint Maarten (Dutch part) SXM 2019 33836.773350
2433 Sint Maarten (Dutch part) SXM 2018 30791.061076
2434 Sint Maarten (Dutch part) SXM 2017 33351.706547
2435 Sint Maarten (Dutch part) SXM 2016 35703.099949
2436 Sint Maarten (Dutch part) SXM 2015 36519.992587
2437 Sint Maarten (Dutch part) SXM 2014 36136.699504
2438 Sint Maarten (Dutch part) SXM 2013 27942.880540
2439 Sint Maarten (Dutch part) SXM 2012 28460.332615
2440 Sint Maarten (Dutch part) SXM 2011 27997.289830
2441 Sint Maarten (Dutch part) SXM 2010 NaN
2442 Slovak Republic SVK 2020 19552.091110
2443 Slovak Republic SVK 2019 19381.890547
2444 Slovak Republic SVK 2018 19486.393685
2445 Slovak Republic SVK 2017 17585.197002
2446 Slovak Republic SVK 2016 16563.440497
2447 Slovak Republic SVK 2015 16390.882175
2448 Slovak Republic SVK 2014 18719.988141
2449 Slovak Republic SVK 2013 18276.009552
2450 Slovak Republic SVK 2012 17498.353900
2451 Slovak Republic SVK 2011 18509.740216
2452 Slovak Republic SVK 2010 16908.847956
2453 Slovenia SVN 2020 25558.429054
2454 Slovenia SVN 2019 26042.446347
2455 Slovenia SVN 2018 26123.747128
2456 Slovenia SVN 2017 23514.025460
2457 Slovenia SVN 2016 21678.359467
2458 Slovenia SVN 2015 20890.166430
2459 Slovenia SVN 2014 24247.173318
2460 Slovenia SVN 2013 23503.282485
2461 Slovenia SVN 2012 22641.805123
2462 Slovenia SVN 2011 25128.015043
2463 Slovenia SVN 2010 23532.480855
2464 Solomon Islands SLB 2020 2222.462119
2465 Solomon Islands SLB 2019 2398.773050
2466 Solomon Islands SLB 2018 2450.482888
2467 Solomon Islands SLB 2017 2283.579051
2468 Solomon Islands SLB 2016 2196.283891
2469 Solomon Islands SLB 2015 2134.805418
2470 Solomon Islands SLB 2014 2235.733703
2471 Solomon Islands SLB 2013 2208.085284
2472 Solomon Islands SLB 2012 2087.517887
2473 Solomon Islands SLB 2011 1921.356352
2474 Solomon Islands SLB 2010 1661.997885
2475 Somalia SOM 2020 556.578066
2476 Somalia SOM 2019 589.465892
2477 Somalia SOM 2018 537.159290
2478 Somalia SOM 2017 555.185124
2479 Somalia SOM 2016 517.097582
2480 Somalia SOM 2015 507.482915
2481 Somalia SOM 2014 491.189804
2482 Somalia SOM 2013 454.077264
2483 Somalia SOM 2012 NaN
2484 Somalia SOM 2011 NaN
2485 Somalia SOM 2010 NaN
2486 South Africa ZAF 2020 5753.066494
2487 South Africa ZAF 2019 6702.526617
2488 South Africa ZAF 2018 7067.724165
2489 South Africa ZAF 2017 6734.475153
2490 South Africa ZAF 2016 5735.066787
2491 South Africa ZAF 2015 6204.929901
2492 South Africa ZAF 2014 6965.137897
2493 South Africa ZAF 2013 7441.230854
2494 South Africa ZAF 2012 8173.869138
2495 South Africa ZAF 2011 8737.041269
2496 South Africa ZAF 2010 8059.562798
2497 South Sudan SSD 2020 NaN
2498 South Sudan SSD 2019 NaN
2499 South Sudan SSD 2018 NaN
2500 South Sudan SSD 2017 NaN
2501 South Sudan SSD 2016 NaN
2502 South Sudan SSD 2015 1071.777765
2503 South Sudan SSD 2014 1245.149311
2504 South Sudan SSD 2013 1659.140787
2505 South Sudan SSD 2012 1114.923723
2506 South Sudan SSD 2011 1455.358407
2507 South Sudan SSD 2010 1503.133889
2508 Spain ESP 2020 26984.296277
2509 Spain ESP 2019 29581.518551
2510 Spain ESP 2018 30379.721113
2511 Spain ESP 2017 28185.321367
2512 Spain ESP 2016 26537.159489
2513 Spain ESP 2015 25754.361029
2514 Spain ESP 2014 29513.651180
2515 Spain ESP 2013 29077.182056
2516 Spain ESP 2012 28322.946592
2517 Spain ESP 2011 31677.900308
2518 Spain ESP 2010 30532.480508
2519 Sri Lanka LKA 2020 3852.389091
2520 Sri Lanka LKA 2019 4082.694049
2521 Sri Lanka LKA 2018 4360.584735
2522 Sri Lanka LKA 2017 4388.201906
2523 Sri Lanka LKA 2016 4107.829775
2524 Sri Lanka LKA 2015 3990.353117
2525 Sri Lanka LKA 2014 3885.623616
2526 Sri Lanka LKA 2013 3643.832447
2527 Sri Lanka LKA 2012 3351.892476
2528 Sri Lanka LKA 2011 3248.040210
2529 Sri Lanka LKA 2010 2836.974109
2530 St. Kitts and Nevis KNA 2020 18553.657137
2531 St. Kitts and Nevis KNA 2019 23204.970564
2532 St. Kitts and Nevis KNA 2018 22533.882053
2533 St. Kitts and Nevis KNA 2017 22148.512434
2534 St. Kitts and Nevis KNA 2016 21079.520971
2535 St. Kitts and Nevis KNA 2015 20025.652352
2536 St. Kitts and Nevis KNA 2014 19945.315170
2537 St. Kitts and Nevis KNA 2013 18315.914675
2538 St. Kitts and Nevis KNA 2012 17293.806053
2539 St. Kitts and Nevis KNA 2011 17571.984460
2540 St. Kitts and Nevis KNA 2010 16427.621005
2541 St. Lucia LCA 2020 8951.524766
2542 St. Lucia LCA 2019 11773.427482
2543 St. Lucia LCA 2018 11563.830425
2544 St. Lucia LCA 2017 11270.474710
2545 St. Lucia LCA 2016 10574.386577
2546 St. Lucia LCA 2015 10290.371568
2547 St. Lucia LCA 2014 10007.144510
2548 St. Lucia LCA 2013 9542.713574
2549 St. Lucia LCA 2012 9231.576254
2550 St. Lucia LCA 2011 9110.751810
2551 St. Lucia LCA 2010 8672.215668
2552 St. Martin (French part) MAF 2020 NaN
2553 St. Martin (French part) MAF 2019 19691.616712
2554 St. Martin (French part) MAF 2018 NaN
2555 St. Martin (French part) MAF 2017 NaN
2556 St. Martin (French part) MAF 2016 NaN
2557 St. Martin (French part) MAF 2015 NaN
2558 St. Martin (French part) MAF 2014 21920.023781
2559 St. Martin (French part) MAF 2013 NaN
2560 St. Martin (French part) MAF 2012 NaN
2561 St. Martin (French part) MAF 2011 21344.587305
2562 St. Martin (French part) MAF 2010 NaN
2563 St. Vincent and the Grenadines VCT 2020 8306.360493
2564 St. Vincent and the Grenadines VCT 2019 8680.251102
2565 St. Vincent and the Grenadines VCT 2018 8399.707731
2566 St. Vincent and the Grenadines VCT 2017 7996.636984
2567 St. Vincent and the Grenadines VCT 2016 7684.792840
2568 St. Vincent and the Grenadines VCT 2015 7386.746638
2569 St. Vincent and the Grenadines VCT 2014 7210.603113
2570 St. Vincent and the Grenadines VCT 2013 7117.554763
2571 St. Vincent and the Grenadines VCT 2012 6754.370184
2572 St. Vincent and the Grenadines VCT 2011 6566.482713
2573 St. Vincent and the Grenadines VCT 2010 6590.989579
2574 Sudan SDN 2020 608.332520
2575 Sudan SDN 2019 748.010925
2576 Sudan SDN 2018 769.869141
2577 Sudan SDN 2017 1014.842468
2578 Sudan SDN 2016 1082.616577
2579 Sudan SDN 2015 1355.126099
2580 Sudan SDN 2014 1338.173096
2581 Sudan SDN 2013 1195.420288
2582 Sudan SDN 2012 1070.339722
2583 Sudan SDN 2011 1391.425659
2584 Sudan SDN 2010 1356.894653
2585 Suriname SUR 2020 4796.533314
2586 Suriname SUR 2019 6690.044786
2587 Suriname SUR 2018 6730.836961
2588 Suriname SUR 2017 6112.883014
2589 Suriname SUR 2016 5705.399487
2590 Suriname SUR 2015 8907.837258
2591 Suriname SUR 2014 9199.177893
2592 Suriname SUR 2013 9124.541093
2593 Suriname SUR 2012 8922.956186
2594 Suriname SUR 2011 8009.252302
2595 Suriname SUR 2010 7999.507394
2596 Sweden SWE 2020 52837.903978
2597 Sweden SWE 2019 51939.429745
2598 Sweden SWE 2018 54589.060386
2599 Sweden SWE 2017 53791.508730
2600 Sweden SWE 2016 51965.157153
2601 Sweden SWE 2015 51545.483610
2602 Sweden SWE 2014 60020.360458
2603 Sweden SWE 2013 61126.943196
2604 Sweden SWE 2012 58037.821319
2605 Sweden SWE 2011 60755.759551
2606 Sweden SWE 2010 52869.044289
2607 Switzerland CHE 2020 85897.784334
2608 Switzerland CHE 2019 84121.931030
2609 Switzerland CHE 2018 85217.369151
2610 Switzerland CHE 2017 82254.376927
2611 Switzerland CHE 2016 82153.074545
2612 Switzerland CHE 2015 83806.447600
2613 Switzerland CHE 2014 88724.990940
2614 Switzerland CHE 2013 87304.330581
2615 Switzerland CHE 2012 85836.207677
2616 Switzerland CHE 2011 90476.758965
2617 Switzerland CHE 2010 76531.372941
2618 Syrian Arab Republic SYR 2020 537.090235
2619 Syrian Arab Republic SYR 2019 1124.520554
2620 Syrian Arab Republic SYR 2018 1111.872092
2621 Syrian Arab Republic SYR 2017 862.319063
2622 Syrian Arab Republic SYR 2016 664.341672
2623 Syrian Arab Republic SYR 2015 857.497867
2624 Syrian Arab Republic SYR 2014 1071.234204
2625 Syrian Arab Republic SYR 2013 993.739883
2626 Syrian Arab Republic SYR 2012 1910.604539
2627 Syrian Arab Republic SYR 2011 2971.282455
2628 Syrian Arab Republic SYR 2010 11304.644928
2629 Tajikistan TJK 2020 852.330230
2630 Tajikistan TJK 2019 889.023372
2631 Tajikistan TJK 2018 850.666958
2632 Tajikistan TJK 2017 844.365250
2633 Tajikistan TJK 2016 801.393840
2634 Tajikistan TJK 2015 970.362600
2635 Tajikistan TJK 2014 1094.430124
2636 Tajikistan TJK 2013 1038.320717
2637 Tajikistan TJK 2012 959.360218
2638 Tajikistan TJK 2011 837.881495
2639 Tajikistan TJK 2010 740.276191
2640 Tanzania TZA 2020 1104.164429
2641 Tanzania TZA 2019 1050.931763
2642 Tanzania TZA 2018 1011.600159
2643 Tanzania TZA 2017 975.904663
2644 Tanzania TZA 2016 942.889038
2645 Tanzania TZA 2015 929.799805
2646 Tanzania TZA 2014 1013.428772
2647 Tanzania TZA 2013 954.658813
2648 Tanzania TZA 2012 854.540466
2649 Tanzania TZA 2011 768.933411
2650 Tanzania TZA 2010 730.782349
2651 Thailand THA 2020 7001.785460
2652 Thailand THA 2019 7628.576033
2653 Thailand THA 2018 7124.558810
2654 Thailand THA 2017 6436.789660
2655 Thailand THA 2016 5854.463908
2656 Thailand THA 2015 5708.794091
2657 Thailand THA 2014 5822.377783
2658 Thailand THA 2013 6041.133948
2659 Thailand THA 2012 5748.632721
2660 Thailand THA 2011 5396.643586
2661 Thailand THA 2010 4996.372098
2662 Timor-Leste TLS 2020 1663.559629
2663 Timor-Leste TLS 2019 1583.078603
2664 Timor-Leste TLS 2018 1241.164485
2665 Timor-Leste TLS 2017 1285.523976
2666 Timor-Leste TLS 2016 1349.546777
2667 Timor-Leste TLS 2015 1322.929094
2668 Timor-Leste TLS 2014 1221.723960
2669 Timor-Leste TLS 2013 1201.602507
2670 Timor-Leste TLS 2012 1020.110295
2671 Timor-Leste TLS 2011 936.708968
2672 Timor-Leste TLS 2010 810.216484
2673 Togo TGO 2020 886.699512
2674 Togo TGO 2019 848.304535
2675 Togo TGO 2018 873.554887
2676 Togo TGO 2017 813.395006
2677 Togo TGO 2016 792.440551
2678 Togo TGO 2015 770.143379
2679 Togo TGO 2014 877.192473
2680 Togo TGO 2013 847.387500
2681 Togo TGO 2012 781.554340
2682 Togo TGO 2011 803.482397
2683 Togo TGO 2010 722.229400
2684 Tonga TON 2020 4605.970841
2685 Tonga TON 2019 4878.978686
2686 Tonga TON 2018 4649.613301
2687 Tonga TON 2017 4367.256603
2688 Tonga TON 2016 3978.437686
2689 Tonga TON 2015 4117.931047
2690 Tonga TON 2014 4125.425454
2691 Tonga TON 2013 4208.187891
2692 Tonga TON 2012 4378.571528
2693 Tonga TON 2011 3852.144462
2694 Tonga TON 2010 3416.110699
2695 Trinidad and Tobago TTO 2020 13705.900229
2696 Trinidad and Tobago TTO 2019 15642.406719
2697 Trinidad and Tobago TTO 2018 16328.126893
2698 Trinidad and Tobago TTO 2017 16258.748929
2699 Trinidad and Tobago TTO 2016 16139.105258
2700 Trinidad and Tobago TTO 2015 18508.770503
2701 Trinidad and Tobago TTO 2014 20473.404028
2702 Trinidad and Tobago TTO 2013 19927.403905
2703 Trinidad and Tobago TTO 2012 19110.053895
2704 Trinidad and Tobago TTO 2011 17910.319154
2705 Trinidad and Tobago TTO 2010 15711.558706
2706 Tunisia TUN 2020 3497.719027
2707 Tunisia TUN 2019 3477.836181
2708 Tunisia TUN 2018 3577.175342
2709 Tunisia TUN 2017 3569.718839
2710 Tunisia TUN 2016 3796.109600
2711 Tunisia TUN 2015 3960.924849
2712 Tunisia TUN 2014 4398.638695
2713 Tunisia TUN 2013 4308.338305
2714 Tunisia TUN 2012 4233.916254
2715 Tunisia TUN 2011 4361.949122
2716 Tunisia TUN 2010 4241.011910
2717 Turkiye TUR 2020 8638.739133
2718 Turkiye TUR 2019 9215.440875
2719 Turkiye TUR 2018 9568.836190
2720 Turkiye TUR 2017 10695.550196
2721 Turkiye TUR 2016 10970.045895
2722 Turkiye TUR 2015 11049.995110
2723 Turkiye TUR 2014 12165.220135
2724 Turkiye TUR 2013 12578.187863
2725 Turkiye TUR 2012 11713.284983
2726 Turkiye TUR 2011 11300.785222
2727 Turkiye TUR 2010 10622.702044
2728 Turkmenistan TKM 2020 7330.366288
2729 Turkmenistan TKM 2019 7344.880204
2730 Turkmenistan TKM 2018 6721.349540
2731 Turkmenistan TKM 2017 6354.532830
2732 Turkmenistan TKM 2016 6163.253406
2733 Turkmenistan TKM 2015 6208.296655
2734 Turkmenistan TKM 2014 7685.509859
2735 Turkmenistan TKM 2013 7049.797505
2736 Turkmenistan TKM 2012 6441.886618
2737 Turkmenistan TKM 2011 5453.155005
2738 Turkmenistan TKM 2010 4286.880505
2739 Turks and Caicos Islands TCA 2020 20882.261270
2740 Turks and Caicos Islands TCA 2019 27795.148561
2741 Turks and Caicos Islands TCA 2018 26831.971461
2742 Turks and Caicos Islands TCA 2017 25659.195864
2743 Turks and Caicos Islands TCA 2016 26995.032160
2744 Turks and Caicos Islands TCA 2015 25783.294105
2745 Turks and Caicos Islands TCA 2014 24040.874661
2746 Turks and Caicos Islands TCA 2013 22451.568733
2747 Turks and Caicos Islands TCA 2012 22666.406908
2748 Turks and Caicos Islands TCA 2011 23649.714434
2749 Turks and Caicos Islands TCA 2010 23103.942676
2750 Tuvalu TUV 2020 4674.911403
2751 Tuvalu TUV 2019 4940.050983
2752 Tuvalu TUV 2018 4419.259998
2753 Tuvalu TUV 2017 4181.436586
2754 Tuvalu TUV 2016 3836.073003
2755 Tuvalu TUV 2015 3384.383201
2756 Tuvalu TUV 2014 3556.379728
2757 Tuvalu TUV 2013 3536.901505
2758 Tuvalu TUV 2012 3624.984289
2759 Tuvalu TUV 2011 3663.267055
2760 Tuvalu TUV 2010 3043.166680
2761 Uganda UGA 2020 846.881199
2762 Uganda UGA 2019 823.024733
2763 Uganda UGA 2018 793.128082
2764 Uganda UGA 2017 766.177604
2765 Uganda UGA 2016 753.684406
2766 Uganda UGA 2015 864.180059
2767 Uganda UGA 2014 897.509729
2768 Uganda UGA 2013 819.757867
2769 Uganda UGA 2012 796.711139
2770 Uganda UGA 2011 837.095884
2771 Uganda UGA 2010 824.737671
2772 Ukraine UKR 2020 3751.737305
2773 Ukraine UKR 2019 3661.457764
2774 Ukraine UKR 2018 3096.562500
2775 Ukraine UKR 2017 2638.325439
2776 Ukraine UKR 2016 2187.727539
2777 Ukraine UKR 2015 2124.662598
2778 Ukraine UKR 2014 3104.653809
2779 Ukraine UKR 2013 4187.739746
2780 Ukraine UKR 2012 4004.789795
2781 Ukraine UKR 2011 3704.842285
2782 Ukraine UKR 2010 3078.414795
2783 United Arab Emirates ARE 2020 37629.174169
2784 United Arab Emirates ARE 2019 45376.170838
2785 United Arab Emirates ARE 2018 46722.268718
2786 United Arab Emirates ARE 2017 43063.967477
2787 United Arab Emirates ARE 2016 41054.539570
2788 United Arab Emirates ARE 2015 41525.138903
2789 United Arab Emirates ARE 2014 46865.964598
2790 United Arab Emirates ARE 2013 45729.607676
2791 United Arab Emirates ARE 2012 44386.786079
2792 United Arab Emirates ARE 2011 42078.613813
2793 United Arab Emirates ARE 2010 35392.260967
2794 United Kingdom GBR 2020 40217.009012
2795 United Kingdom GBR 2019 42662.535374
2796 United Kingdom GBR 2018 43203.814106
2797 United Kingdom GBR 2017 40572.121482
2798 United Kingdom GBR 2016 40985.235138
2799 United Kingdom GBR 2015 44964.391144
2800 United Kingdom GBR 2014 47439.616590
2801 United Kingdom GBR 2013 43426.298141
2802 United Kingdom GBR 2012 42497.340497
2803 United Kingdom GBR 2011 42109.641880
2804 United Kingdom GBR 2010 39598.957120
2805 United States USA 2020 63528.634303
2806 United States USA 2019 65120.394663
2807 United States USA 2018 62823.309438
2808 United States USA 2017 59907.754261
2809 United States USA 2016 57866.744934
2810 United States USA 2015 56762.729452
2811 United States USA 2014 55123.849787
2812 United States USA 2013 53291.127689
2813 United States USA 2012 51784.418574
2814 United States USA 2011 50065.966504
2815 United States USA 2010 48650.643128
2816 Uruguay URY 2020 15650.499303
2817 Uruguay URY 2019 18098.361549
2818 Uruguay URY 2018 19026.049817
2819 Uruguay URY 2017 18995.397020
2820 Uruguay URY 2016 16837.940380
2821 Uruguay URY 2015 16950.753169
2822 Uruguay URY 2014 18131.578847
2823 Uruguay URY 2013 18140.892213
2824 Uruguay URY 2012 16087.252078
2825 Uruguay URY 2011 14975.562819
2826 Uruguay URY 2010 12512.594127
2827 Uzbekistan UZB 2020 1759.307471
2828 Uzbekistan UZB 2019 1795.201768
2829 Uzbekistan UZB 2018 1604.258642
2830 Uzbekistan UZB 2017 1916.764625
2831 Uzbekistan UZB 2016 2704.677189
2832 Uzbekistan UZB 2015 2753.971058
2833 Uzbekistan UZB 2014 2628.460054
2834 Uzbekistan UZB 2013 2419.718744
2835 Uzbekistan UZB 2012 2267.623275
2836 Uzbekistan UZB 2011 2051.129515
2837 Uzbekistan UZB 2010 1742.349256
2838 Vanuatu VUT 2020 2917.756849
2839 Vanuatu VUT 2019 3076.589886
2840 Vanuatu VUT 2018 3076.835315
2841 Vanuatu VUT 2017 3032.197030
2842 Vanuatu VUT 2016 2757.203306
2843 Vanuatu VUT 2015 2643.886886
2844 Vanuatu VUT 2014 2861.203154
2845 Vanuatu VUT 2013 2877.444528
2846 Vanuatu VUT 2012 2906.342461
2847 Vanuatu VUT 2011 3064.751201
2848 Vanuatu VUT 2010 2732.551567
2849 Venezuela, RB VEN 2020 NaN
2850 Venezuela, RB VEN 2019 NaN
2851 Venezuela, RB VEN 2018 NaN
2852 Venezuela, RB VEN 2017 NaN
2853 Venezuela, RB VEN 2016 NaN
2854 Venezuela, RB VEN 2015 NaN
2855 Venezuela, RB VEN 2014 15975.729375
2856 Venezuela, RB VEN 2013 12433.980785
2857 Venezuela, RB VEN 2012 12937.927597
2858 Venezuela, RB VEN 2011 10877.112364
2859 Venezuela, RB VEN 2010 13692.914967
2860 Viet Nam VNM 2020 3586.347176
2861 Viet Nam VNM 2019 3491.091410
2862 Viet Nam VNM 2018 3267.225069
2863 Viet Nam VNM 2017 2992.071532
2864 Viet Nam VNM 2016 2760.717101
2865 Viet Nam VNM 2015 2595.234844
2866 Viet Nam VNM 2014 2558.778758
2867 Viet Nam VNM 2013 2367.499331
2868 Viet Nam VNM 2012 2190.232440
2869 Viet Nam VNM 2011 1953.557150
2870 Viet Nam VNM 2010 1684.011772
2871 Virgin Islands (U.S.) VIR 2020 39411.045254
2872 Virgin Islands (U.S.) VIR 2019 38633.529892
2873 Virgin Islands (U.S.) VIR 2018 36663.208755
2874 Virgin Islands (U.S.) VIR 2017 35365.069304
2875 Virgin Islands (U.S.) VIR 2016 35324.974887
2876 Virgin Islands (U.S.) VIR 2015 34007.352941
2877 Virgin Islands (U.S.) VIR 2014 33045.364380
2878 Virgin Islands (U.S.) VIR 2013 34597.976694
2879 Virgin Islands (U.S.) VIR 2012 37795.319259
2880 Virgin Islands (U.S.) VIR 2011 38997.137316
2881 Virgin Islands (U.S.) VIR 2010 39905.128418
2882 West Bank and Gaza PSE 2020 3233.568638
2883 West Bank and Gaza PSE 2019 3656.858271
2884 West Bank and Gaza PSE 2018 3562.330943
2885 West Bank and Gaza PSE 2017 3620.360487
2886 West Bank and Gaza PSE 2016 3527.613824
2887 West Bank and Gaza PSE 2015 3272.154324
2888 West Bank and Gaza PSE 2014 3352.112595
2889 West Bank and Gaza PSE 2013 3315.297539
2890 West Bank and Gaza PSE 2012 3067.438727
2891 West Bank and Gaza PSE 2011 2880.798437
2892 West Bank and Gaza PSE 2010 2557.075624
2893 Yemen, Rep. YEM 2020 578.512010
2894 Yemen, Rep. YEM 2019 693.816504
2895 Yemen, Rep. YEM 2018 701.714869
2896 Yemen, Rep. YEM 2017 893.716494
2897 Yemen, Rep. YEM 2016 1069.816998
2898 Yemen, Rep. YEM 2015 1488.416269
2899 Yemen, Rep. YEM 2014 1557.601406
2900 Yemen, Rep. YEM 2013 1497.747941
2901 Yemen, Rep. YEM 2012 1349.990610
2902 Yemen, Rep. YEM 2011 1284.617635
2903 Yemen, Rep. YEM 2010 1249.063085
2904 Zambia ZMB 2020 956.831729
2905 Zambia ZMB 2019 1268.120941
2906 Zambia ZMB 2018 1475.199883
2907 Zambia ZMB 2017 1495.752138
2908 Zambia ZMB 2016 1249.923143
2909 Zambia ZMB 2015 1307.909649
2910 Zambia ZMB 2014 1724.576220
2911 Zambia ZMB 2013 1840.320553
2912 Zambia ZMB 2012 1729.647471
2913 Zambia ZMB 2011 1644.456831
2914 Zambia ZMB 2010 1469.361450
2915 Zimbabwe ZWE 2020 1372.696674
2916 Zimbabwe ZWE 2019 1421.868596
2917 Zimbabwe ZWE 2018 2269.177012
2918 Zimbabwe ZWE 2017 1192.107012
2919 Zimbabwe ZWE 2016 1421.787791
2920 Zimbabwe ZWE 2015 1410.329173
2921 Zimbabwe ZWE 2014 1407.034291
2922 Zimbabwe ZWE 2013 1408.367810
2923 Zimbabwe ZWE 2012 1290.193957
2924 Zimbabwe ZWE 2011 1082.615773
2925 Zimbabwe ZWE 2010 937.840340
In [79]:
worldbank_gdp = pd.DataFrame(worldbank_gdp)
excel_worldbank_gdp = "worldbank_gdp.xlsx"
worldbank_gdp.to_excel(excel_worldbank_gdp, index=False)
In [80]:
indicator =  'AG.LND.FRST.K2?date=2010:2020'
url = "http://api.worldbank.org/v2/countries/all/indicators/%s&format=json&per_page=5000" % indicator
response = requests.get(url)
result = response.content
result = json.loads(result)
worldbank_forest = pd.DataFrame.from_dict(result[1])
worldbank_forest ['country'] = worldbank_forest [['country']].applymap(lambda x : x['value'])
worldbank_forest.country.unique()
worldbank_forest = worldbank_forest[['country', 'countryiso3code', 'date', 'value']]
worldbank_forest.columns = ['Country_name', 'countrycode', 'year', 'ForestArea']
worldbank_forest
Out[80]:
Country_name countrycode year ForestArea
0 Africa Eastern and Southern AFE 2020 4.479395e+06
1 Africa Eastern and Southern AFE 2019 4.511676e+06
2 Africa Eastern and Southern AFE 2018 4.544315e+06
3 Africa Eastern and Southern AFE 2017 4.575901e+06
4 Africa Eastern and Southern AFE 2016 4.607876e+06
5 Africa Eastern and Southern AFE 2015 4.640642e+06
6 Africa Eastern and Southern AFE 2014 4.671832e+06
7 Africa Eastern and Southern AFE 2013 4.703022e+06
8 Africa Eastern and Southern AFE 2012 4.734211e+06
9 Africa Eastern and Southern AFE 2011 4.765401e+06
10 Africa Eastern and Southern AFE 2010 4.796591e+06
11 Africa Western and Central AFW 2020 1.792581e+06
12 Africa Western and Central AFW 2019 1.800220e+06
13 Africa Western and Central AFW 2018 1.807899e+06
14 Africa Western and Central AFW 2017 1.815608e+06
15 Africa Western and Central AFW 2016 1.822961e+06
16 Africa Western and Central AFW 2015 1.830344e+06
17 Africa Western and Central AFW 2014 1.838300e+06
18 Africa Western and Central AFW 2013 1.846257e+06
19 Africa Western and Central AFW 2012 1.854213e+06
20 Africa Western and Central AFW 2011 1.862169e+06
21 Africa Western and Central AFW 2010 1.870126e+06
22 Arab World ARB 2020 3.679807e+05
23 Arab World ARB 2019 3.703027e+05
24 Arab World ARB 2018 3.726341e+05
25 Arab World ARB 2017 3.751917e+05
26 Arab World ARB 2016 3.777306e+05
27 Arab World ARB 2015 3.800382e+05
28 Arab World ARB 2014 3.824634e+05
29 Arab World ARB 2013 3.848885e+05
30 Arab World ARB 2012 3.873137e+05
31 Arab World ARB 2011 4.613088e+05
32 Arab World ARB 2010 4.637340e+05
33 Caribbean small states CSS 2020 3.636392e+05
34 Caribbean small states CSS 2019 3.639311e+05
35 Caribbean small states CSS 2018 3.642234e+05
36 Caribbean small states CSS 2017 3.645153e+05
37 Caribbean small states CSS 2016 3.647579e+05
38 Caribbean small states CSS 2015 3.650410e+05
39 Caribbean small states CSS 2014 3.653383e+05
40 Caribbean small states CSS 2013 3.656356e+05
41 Caribbean small states CSS 2012 3.659328e+05
42 Caribbean small states CSS 2011 3.662301e+05
43 Caribbean small states CSS 2010 3.665274e+05
44 Central Europe and the Baltics CEB 2020 3.818818e+05
45 Central Europe and the Baltics CEB 2019 3.815749e+05
46 Central Europe and the Baltics CEB 2018 3.812580e+05
47 Central Europe and the Baltics CEB 2017 3.809400e+05
48 Central Europe and the Baltics CEB 2016 3.803365e+05
49 Central Europe and the Baltics CEB 2015 3.797437e+05
50 Central Europe and the Baltics CEB 2014 3.782906e+05
51 Central Europe and the Baltics CEB 2013 3.768375e+05
52 Central Europe and the Baltics CEB 2012 3.753844e+05
53 Central Europe and the Baltics CEB 2011 3.739313e+05
54 Central Europe and the Baltics CEB 2010 3.724782e+05
55 Early-demographic dividend EAR 2020 7.589318e+06
56 Early-demographic dividend EAR 2019 7.610957e+06
57 Early-demographic dividend EAR 2018 7.632988e+06
58 Early-demographic dividend EAR 2017 7.655531e+06
59 Early-demographic dividend EAR 2016 7.686805e+06
60 Early-demographic dividend EAR 2015 7.702173e+06
61 Early-demographic dividend EAR 2014 7.732699e+06
62 Early-demographic dividend EAR 2013 7.763226e+06
63 Early-demographic dividend EAR 2012 7.793753e+06
64 Early-demographic dividend EAR 2011 7.824280e+06
65 Early-demographic dividend EAR 2010 7.854807e+06
66 East Asia & Pacific EAS 2020 6.640831e+06
67 East Asia & Pacific EAS 2019 6.632993e+06
68 East Asia & Pacific EAS 2018 6.625322e+06
69 East Asia & Pacific EAS 2017 6.617837e+06
70 East Asia & Pacific EAS 2016 6.617999e+06
71 East Asia & Pacific EAS 2015 6.588415e+06
72 East Asia & Pacific EAS 2014 6.575875e+06
73 East Asia & Pacific EAS 2013 6.563336e+06
74 East Asia & Pacific EAS 2012 6.550796e+06
75 East Asia & Pacific EAS 2011 6.538257e+06
76 East Asia & Pacific EAS 2010 6.525717e+06
77 East Asia & Pacific (excluding high income) EAP 2020 4.875109e+06
78 East Asia & Pacific (excluding high income) EAP 2019 4.867438e+06
79 East Asia & Pacific (excluding high income) EAP 2018 4.859767e+06
80 East Asia & Pacific (excluding high income) EAP 2017 4.852100e+06
81 East Asia & Pacific (excluding high income) EAP 2016 4.851972e+06
82 East Asia & Pacific (excluding high income) EAP 2015 4.831631e+06
83 East Asia & Pacific (excluding high income) EAP 2014 4.826038e+06
84 East Asia & Pacific (excluding high income) EAP 2013 4.820445e+06
85 East Asia & Pacific (excluding high income) EAP 2012 4.814852e+06
86 East Asia & Pacific (excluding high income) EAP 2011 4.809259e+06
87 East Asia & Pacific (excluding high income) EAP 2010 4.803665e+06
88 East Asia & Pacific (IDA & IBRD countries) TEA 2020 4.814808e+06
89 East Asia & Pacific (IDA & IBRD countries) TEA 2019 4.806925e+06
90 East Asia & Pacific (IDA & IBRD countries) TEA 2018 4.799042e+06
91 East Asia & Pacific (IDA & IBRD countries) TEA 2017 4.791162e+06
92 East Asia & Pacific (IDA & IBRD countries) TEA 2016 4.790822e+06
93 East Asia & Pacific (IDA & IBRD countries) TEA 2015 4.770269e+06
94 East Asia & Pacific (IDA & IBRD countries) TEA 2014 4.764463e+06
95 East Asia & Pacific (IDA & IBRD countries) TEA 2013 4.758658e+06
96 East Asia & Pacific (IDA & IBRD countries) TEA 2012 4.752852e+06
97 East Asia & Pacific (IDA & IBRD countries) TEA 2011 4.747047e+06
98 East Asia & Pacific (IDA & IBRD countries) TEA 2010 4.741242e+06
99 Euro area EMU 2020 1.036487e+06
100 Euro area EMU 2019 1.034958e+06
101 Euro area EMU 2018 1.033420e+06
102 Euro area EMU 2017 1.031881e+06
103 Euro area EMU 2016 1.030071e+06
104 Euro area EMU 2015 1.028470e+06
105 Euro area EMU 2014 1.026274e+06
106 Euro area EMU 2013 1.024078e+06
107 Euro area EMU 2012 1.021882e+06
108 Euro area EMU 2011 1.019686e+06
109 Euro area EMU 2010 1.017491e+06
110 Europe & Central Asia ECS 2020 1.057147e+07
111 Europe & Central Asia ECS 2019 1.056683e+07
112 Europe & Central Asia ECS 2018 1.056217e+07
113 Europe & Central Asia ECS 2017 1.055751e+07
114 Europe & Central Asia ECS 2016 1.055104e+07
115 Europe & Central Asia ECS 2015 1.054498e+07
116 Europe & Central Asia ECS 2014 1.053923e+07
117 Europe & Central Asia ECS 2013 1.053347e+07
118 Europe & Central Asia ECS 2012 1.052772e+07
119 Europe & Central Asia ECS 2011 1.052197e+07
120 Europe & Central Asia ECS 2010 1.051622e+07
121 Europe & Central Asia (excluding high income) ECA 2020 8.850902e+06
122 Europe & Central Asia (excluding high income) ECA 2019 8.848146e+06
123 Europe & Central Asia (excluding high income) ECA 2018 8.845392e+06
124 Europe & Central Asia (excluding high income) ECA 2017 8.842641e+06
125 Europe & Central Asia (excluding high income) ECA 2016 8.838352e+06
126 Europe & Central Asia (excluding high income) ECA 2015 8.834496e+06
127 Europe & Central Asia (excluding high income) ECA 2014 8.832151e+06
128 Europe & Central Asia (excluding high income) ECA 2013 8.829806e+06
129 Europe & Central Asia (excluding high income) ECA 2012 8.827462e+06
130 Europe & Central Asia (excluding high income) ECA 2011 8.825117e+06
131 Europe & Central Asia (excluding high income) ECA 2010 8.822773e+06
132 Europe & Central Asia (IDA & IBRD countries) TEC 2020 9.034413e+06
133 Europe & Central Asia (IDA & IBRD countries) TEC 2019 9.031513e+06
134 Europe & Central Asia (IDA & IBRD countries) TEC 2018 9.028614e+06
135 Europe & Central Asia (IDA & IBRD countries) TEC 2017 9.025717e+06
136 Europe & Central Asia (IDA & IBRD countries) TEC 2016 9.021234e+06
137 Europe & Central Asia (IDA & IBRD countries) TEC 2015 9.016925e+06
138 Europe & Central Asia (IDA & IBRD countries) TEC 2014 9.013623e+06
139 Europe & Central Asia (IDA & IBRD countries) TEC 2013 9.010320e+06
140 Europe & Central Asia (IDA & IBRD countries) TEC 2012 9.007018e+06
141 Europe & Central Asia (IDA & IBRD countries) TEC 2011 9.003715e+06
142 Europe & Central Asia (IDA & IBRD countries) TEC 2010 9.000413e+06
143 European Union EUU 2020 1.592314e+06
144 European Union EUU 2019 1.590498e+06
145 European Union EUU 2018 1.588671e+06
146 European Union EUU 2017 1.586843e+06
147 European Union EUU 2016 1.584695e+06
148 European Union EUU 2015 1.582569e+06
149 European Union EUU 2014 1.579282e+06
150 European Union EUU 2013 1.575994e+06
151 European Union EUU 2012 1.572707e+06
152 European Union EUU 2011 1.569420e+06
153 European Union EUU 2010 1.566133e+06
154 Fragile and conflict affected situations FCS 2020 4.710928e+06
155 Fragile and conflict affected situations FCS 2019 4.735958e+06
156 Fragile and conflict affected situations FCS 2018 4.761632e+06
157 Fragile and conflict affected situations FCS 2017 4.786820e+06
158 Fragile and conflict affected situations FCS 2016 4.812630e+06
159 Fragile and conflict affected situations FCS 2015 4.839527e+06
160 Fragile and conflict affected situations FCS 2014 4.865396e+06
161 Fragile and conflict affected situations FCS 2013 4.891265e+06
162 Fragile and conflict affected situations FCS 2012 4.917134e+06
163 Fragile and conflict affected situations FCS 2011 4.943003e+06
164 Fragile and conflict affected situations FCS 2010 4.968873e+06
165 Heavily indebted poor countries (HIPC) HPC 2020 5.257492e+06
166 Heavily indebted poor countries (HIPC) HPC 2019 5.290657e+06
167 Heavily indebted poor countries (HIPC) HPC 2018 5.324413e+06
168 Heavily indebted poor countries (HIPC) HPC 2017 5.357639e+06
169 Heavily indebted poor countries (HIPC) HPC 2016 5.391094e+06
170 Heavily indebted poor countries (HIPC) HPC 2015 5.425547e+06
171 Heavily indebted poor countries (HIPC) HPC 2014 5.457466e+06
172 Heavily indebted poor countries (HIPC) HPC 2013 5.489385e+06
173 Heavily indebted poor countries (HIPC) HPC 2012 5.521305e+06
174 Heavily indebted poor countries (HIPC) HPC 2011 5.624794e+06
175 Heavily indebted poor countries (HIPC) HPC 2010 5.656713e+06
176 High income 2020 1.051011e+07
177 High income 2019 1.050719e+07
178 High income 2018 1.050442e+07
179 High income 2017 1.050183e+07
180 High income 2016 1.050207e+07
181 High income 2015 1.048998e+07
182 High income 2014 1.047537e+07
183 High income 2013 1.046077e+07
184 High income 2012 1.044617e+07
185 High income 2011 1.043157e+07
186 High income 2010 1.041695e+07
187 IBRD only IBD 2020 2.408976e+07
188 IBRD only IBD 2019 2.410187e+07
189 IBRD only IBD 2018 2.411510e+07
190 IBRD only IBD 2017 2.412671e+07
191 IBRD only IBD 2016 2.415563e+07
192 IBRD only IBD 2015 2.416013e+07
193 IBRD only IBD 2014 2.417824e+07
194 IBRD only IBD 2013 2.419636e+07
195 IBRD only IBD 2012 2.421447e+07
196 IBRD only IBD 2011 2.423258e+07
197 IBRD only IBD 2010 2.425070e+07
198 IDA & IBRD total IBT 2020 3.051179e+07
199 IDA & IBRD total IBT 2019 3.056222e+07
200 IDA & IBRD total IBT 2018 3.061417e+07
201 IDA & IBRD total IBT 2017 3.066349e+07
202 IDA & IBRD total IBT 2016 3.073006e+07
203 IDA & IBRD total IBT 2015 3.077338e+07
204 IDA & IBRD total IBT 2014 3.083031e+07
205 IDA & IBRD total IBT 2013 3.088723e+07
206 IDA & IBRD total IBT 2012 3.094416e+07
207 IDA & IBRD total IBT 2011 3.100108e+07
208 IDA & IBRD total IBT 2010 3.105800e+07
209 IDA blend IDB 2020 1.304621e+06
210 IDA blend IDB 2019 1.307860e+06
211 IDA blend IDB 2018 1.311098e+06
212 IDA blend IDB 2017 1.314043e+06
213 IDA blend IDB 2016 1.316723e+06
214 IDA blend IDB 2015 1.319765e+06
215 IDA blend IDB 2014 1.322903e+06
216 IDA blend IDB 2013 1.326040e+06
217 IDA blend IDB 2012 1.329177e+06
218 IDA blend IDB 2011 1.332315e+06
219 IDA blend IDB 2010 1.335452e+06
220 IDA only IDX 2020 5.117406e+06
221 IDA only IDX 2019 5.152490e+06
222 IDA only IDX 2018 5.187971e+06
223 IDA only IDX 2017 5.222736e+06
224 IDA only IDX 2016 5.257706e+06
225 IDA only IDX 2015 5.293491e+06
226 IDA only IDX 2014 5.329163e+06
227 IDA only IDX 2013 5.364836e+06
228 IDA only IDX 2012 5.400508e+06
229 IDA only IDX 2011 5.436180e+06
230 IDA only IDX 2010 5.471853e+06
231 IDA total IDA 2020 6.422027e+06
232 IDA total IDA 2019 6.460349e+06
233 IDA total IDA 2018 6.499068e+06
234 IDA total IDA 2017 6.536780e+06
235 IDA total IDA 2016 6.574428e+06
236 IDA total IDA 2015 6.613256e+06
237 IDA total IDA 2014 6.652066e+06
238 IDA total IDA 2013 6.690876e+06
239 IDA total IDA 2012 6.729686e+06
240 IDA total IDA 2011 6.768495e+06
241 IDA total IDA 2010 6.807305e+06
242 Late-demographic dividend LTE 2020 1.760085e+07
243 Late-demographic dividend LTE 2019 1.759365e+07
244 Late-demographic dividend LTE 2018 1.758720e+07
245 Late-demographic dividend LTE 2017 1.757862e+07
246 Late-demographic dividend LTE 2016 1.757812e+07
247 Late-demographic dividend LTE 2015 1.757041e+07
248 Late-demographic dividend LTE 2014 1.756174e+07
249 Late-demographic dividend LTE 2013 1.755307e+07
250 Late-demographic dividend LTE 2012 1.754441e+07
251 Late-demographic dividend LTE 2011 1.753574e+07
252 Late-demographic dividend LTE 2010 1.752707e+07
253 Latin America & Caribbean LCN 2020 9.320331e+06
254 Latin America & Caribbean LCN 2019 9.344164e+06
255 Latin America & Caribbean LCN 2018 9.369199e+06
256 Latin America & Caribbean LCN 2017 9.392385e+06
257 Latin America & Caribbean LCN 2016 9.426995e+06
258 Latin America & Caribbean LCN 2015 9.456704e+06
259 Latin America & Caribbean LCN 2014 9.485625e+06
260 Latin America & Caribbean LCN 2013 9.514546e+06
261 Latin America & Caribbean LCN 2012 9.543467e+06
262 Latin America & Caribbean LCN 2011 9.572388e+06
263 Latin America & Caribbean LCN 2010 9.601293e+06
264 Latin America & Caribbean (excluding high income) LAC 2020 8.416227e+06
265 Latin America & Caribbean (excluding high income) LAC 2019 8.440883e+06
266 Latin America & Caribbean (excluding high income) LAC 2018 8.466494e+06
267 Latin America & Caribbean (excluding high income) LAC 2017 8.490012e+06
268 Latin America & Caribbean (excluding high income) LAC 2016 8.524705e+06
269 Latin America & Caribbean (excluding high income) LAC 2015 8.554312e+06
270 Latin America & Caribbean (excluding high income) LAC 2014 8.583478e+06
271 Latin America & Caribbean (excluding high income) LAC 2013 8.612644e+06
272 Latin America & Caribbean (excluding high income) LAC 2012 8.641811e+06
273 Latin America & Caribbean (excluding high income) LAC 2011 8.670977e+06
274 Latin America & Caribbean (excluding high income) LAC 2010 8.700144e+06
275 Latin America & the Caribbean (IDA & IBRD coun... TLA 2020 9.277298e+06
276 Latin America & the Caribbean (IDA & IBRD coun... TLA 2019 9.301136e+06
277 Latin America & the Caribbean (IDA & IBRD coun... TLA 2018 9.326177e+06
278 Latin America & the Caribbean (IDA & IBRD coun... TLA 2017 9.349371e+06
279 Latin America & the Caribbean (IDA & IBRD coun... TLA 2016 9.383997e+06
280 Latin America & the Caribbean (IDA & IBRD coun... TLA 2015 9.414282e+06
281 Latin America & the Caribbean (IDA & IBRD coun... TLA 2014 9.443714e+06
282 Latin America & the Caribbean (IDA & IBRD coun... TLA 2013 9.473145e+06
283 Latin America & the Caribbean (IDA & IBRD coun... TLA 2012 9.502577e+06
284 Latin America & the Caribbean (IDA & IBRD coun... TLA 2011 9.532008e+06
285 Latin America & the Caribbean (IDA & IBRD coun... TLA 2010 9.561439e+06
286 Least developed countries: UN classification LDC 2020 5.352026e+06
287 Least developed countries: UN classification LDC 2019 5.390473e+06
288 Least developed countries: UN classification LDC 2018 5.429317e+06
289 Least developed countries: UN classification LDC 2017 5.467439e+06
290 Least developed countries: UN classification LDC 2016 5.505965e+06
291 Least developed countries: UN classification LDC 2015 5.545313e+06
292 Least developed countries: UN classification LDC 2014 5.584568e+06
293 Least developed countries: UN classification LDC 2013 5.623823e+06
294 Least developed countries: UN classification LDC 2012 5.663079e+06
295 Least developed countries: UN classification LDC 2011 5.702334e+06
296 Least developed countries: UN classification LDC 2010 5.741590e+06
297 Low & middle income LMY 2020 2.952727e+07
298 Low & middle income LMY 2019 2.957887e+07
299 Low & middle income LMY 2018 2.963176e+07
300 Low & middle income LMY 2017 2.968176e+07
301 Low & middle income LMY 2016 2.974880e+07
302 Low & middle income LMY 2015 2.979211e+07
303 Low & middle income LMY 2014 2.984994e+07
304 Low & middle income LMY 2013 2.990777e+07
305 Low & middle income LMY 2012 2.996560e+07
306 Low & middle income LMY 2011 3.002343e+07
307 Low & middle income LMY 2010 3.008125e+07
308 Low income 2020 2.991863e+06
309 Low income 2019 3.012204e+06
310 Low income 2018 3.032941e+06
311 Low income 2017 3.052952e+06
312 Low income 2016 3.073376e+06
313 Low income 2015 3.094616e+06
314 Low income 2014 3.114777e+06
315 Low income 2013 3.134938e+06
316 Low income 2012 3.155099e+06
317 Low income 2011 3.175259e+06
318 Low income 2010 3.195420e+06
319 Lower middle income 2020 5.845811e+06
320 Lower middle income 2019 5.867388e+06
321 Lower middle income 2018 5.889089e+06
322 Lower middle income 2017 5.910918e+06
323 Lower middle income 2016 5.932910e+06
324 Lower middle income 2015 5.952520e+06
325 Lower middle income 2014 5.974337e+06
326 Lower middle income 2013 5.996153e+06
327 Lower middle income 2012 6.017970e+06
328 Lower middle income 2011 6.039787e+06
329 Lower middle income 2010 6.061604e+06
330 Middle East & North Africa MEA 2020 2.300513e+05
331 Middle East & North Africa MEA 2019 2.297408e+05
332 Middle East & North Africa MEA 2018 2.293603e+05
333 Middle East & North Africa MEA 2017 2.292047e+05
334 Middle East & North Africa MEA 2016 2.291106e+05
335 Middle East & North Africa MEA 2015 2.291232e+05
336 Middle East & North Africa MEA 2014 2.289576e+05
337 Middle East & North Africa MEA 2013 2.287920e+05
338 Middle East & North Africa MEA 2012 2.286264e+05
339 Middle East & North Africa MEA 2011 2.284608e+05
340 Middle East & North Africa MEA 2010 2.282952e+05
341 Middle East & North Africa (excluding high inc... MNA 2020 2.156092e+05
342 Middle East & North Africa (excluding high inc... MNA 2019 2.152989e+05
343 Middle East & North Africa (excluding high inc... MNA 2018 2.149176e+05
344 Middle East & North Africa (excluding high inc... MNA 2017 2.147616e+05
345 Middle East & North Africa (excluding high inc... MNA 2016 2.146671e+05
346 Middle East & North Africa (excluding high inc... MNA 2015 2.144282e+05
347 Middle East & North Africa (excluding high inc... MNA 2014 2.142848e+05
348 Middle East & North Africa (excluding high inc... MNA 2013 2.141413e+05
349 Middle East & North Africa (excluding high inc... MNA 2012 2.139979e+05
350 Middle East & North Africa (excluding high inc... MNA 2011 2.138544e+05
351 Middle East & North Africa (excluding high inc... MNA 2010 2.137110e+05
352 Middle East & North Africa (IDA & IBRD countries) TMN 2020 2.155078e+05
353 Middle East & North Africa (IDA & IBRD countries) TMN 2019 2.151975e+05
354 Middle East & North Africa (IDA & IBRD countries) TMN 2018 2.148162e+05
355 Middle East & North Africa (IDA & IBRD countries) TMN 2017 2.146602e+05
356 Middle East & North Africa (IDA & IBRD countries) TMN 2016 2.145657e+05
357 Middle East & North Africa (IDA & IBRD countries) TMN 2015 2.143268e+05
358 Middle East & North Africa (IDA & IBRD countries) TMN 2014 2.141837e+05
359 Middle East & North Africa (IDA & IBRD countries) TMN 2013 2.140407e+05
360 Middle East & North Africa (IDA & IBRD countries) TMN 2012 2.138976e+05
361 Middle East & North Africa (IDA & IBRD countries) TMN 2011 2.137546e+05
362 Middle East & North Africa (IDA & IBRD countries) TMN 2010 2.136115e+05
363 Middle income MIC 2020 2.653541e+07
364 Middle income MIC 2019 2.656667e+07
365 Middle income MIC 2018 2.659882e+07
366 Middle income MIC 2017 2.662880e+07
367 Middle income MIC 2016 2.667542e+07
368 Middle income MIC 2015 2.669749e+07
369 Middle income MIC 2014 2.673516e+07
370 Middle income MIC 2013 2.677283e+07
371 Middle income MIC 2012 2.681050e+07
372 Middle income MIC 2011 2.684817e+07
373 Middle income MIC 2010 2.688583e+07
374 North America NAC 2020 6.567241e+06
375 North America NAC 2019 6.567611e+06
376 North America NAC 2018 6.567981e+06
377 North America NAC 2017 6.568350e+06
378 North America NAC 2016 6.571720e+06
379 North America NAC 2015 6.572117e+06
380 North America NAC 2014 6.569780e+06
381 North America NAC 2013 6.567443e+06
382 North America NAC 2012 6.565106e+06
383 North America NAC 2011 6.562769e+06
384 North America NAC 2010 6.560432e+06
385 Not classified 2020 NaN
386 Not classified 2019 NaN
387 Not classified 2018 NaN
388 Not classified 2017 NaN
389 Not classified 2016 NaN
390 Not classified 2015 NaN
391 Not classified 2014 NaN
392 Not classified 2013 NaN
393 Not classified 2012 NaN
394 Not classified 2011 NaN
395 Not classified 2010 NaN
396 OECD members OED 2020 1.163270e+07
397 OECD members OED 2019 1.163136e+07
398 OECD members OED 2018 1.163016e+07
399 OECD members OED 2017 1.162915e+07
400 OECD members OED 2016 1.163156e+07
401 OECD members OED 2015 1.162267e+07
402 OECD members OED 2014 1.161030e+07
403 OECD members OED 2013 1.159793e+07
404 OECD members OED 2012 1.158556e+07
405 OECD members OED 2011 1.157319e+07
406 OECD members OED 2010 1.156083e+07
407 Other small states OSS 2020 5.835463e+05
408 Other small states OSS 2019 5.857652e+05
409 Other small states OSS 2018 5.879847e+05
410 Other small states OSS 2017 5.902068e+05
411 Other small states OSS 2016 5.922479e+05
412 Other small states OSS 2015 5.944680e+05
413 Other small states OSS 2014 5.965182e+05
414 Other small states OSS 2013 5.985684e+05
415 Other small states OSS 2012 6.006187e+05
416 Other small states OSS 2011 6.026689e+05
417 Other small states OSS 2010 6.047191e+05
418 Pacific island small states PSS 2020 4.393320e+04
419 Pacific island small states PSS 2019 4.387740e+04
420 Pacific island small states PSS 2018 4.382160e+04
421 Pacific island small states PSS 2017 4.376570e+04
422 Pacific island small states PSS 2016 4.370990e+04
423 Pacific island small states PSS 2015 4.365400e+04
424 Pacific island small states PSS 2014 4.359826e+04
425 Pacific island small states PSS 2013 4.354252e+04
426 Pacific island small states PSS 2012 4.348678e+04
427 Pacific island small states PSS 2011 4.343104e+04
428 Pacific island small states PSS 2010 4.337530e+04
429 Post-demographic dividend PST 2020 1.006489e+07
430 Post-demographic dividend PST 2019 1.006308e+07
431 Post-demographic dividend PST 2018 1.006141e+07
432 Post-demographic dividend PST 2017 1.005992e+07
433 Post-demographic dividend PST 2016 1.006136e+07
434 Post-demographic dividend PST 2015 1.004921e+07
435 Post-demographic dividend PST 2014 1.003673e+07
436 Post-demographic dividend PST 2013 1.002425e+07
437 Post-demographic dividend PST 2012 1.001177e+07
438 Post-demographic dividend PST 2011 9.999288e+06
439 Post-demographic dividend PST 2010 9.986807e+06
440 Pre-demographic dividend PRE 2020 5.242009e+06
441 Pre-demographic dividend PRE 2019 5.278468e+06
442 Pre-demographic dividend PRE 2018 5.315324e+06
443 Pre-demographic dividend PRE 2017 5.351162e+06
444 Pre-demographic dividend PRE 2016 5.387374e+06
445 Pre-demographic dividend PRE 2015 5.424418e+06
446 Pre-demographic dividend PRE 2014 5.459906e+06
447 Pre-demographic dividend PRE 2013 5.495393e+06
448 Pre-demographic dividend PRE 2012 5.530880e+06
449 Pre-demographic dividend PRE 2011 5.566367e+06
450 Pre-demographic dividend PRE 2010 5.601854e+06
451 Small states SST 2020 9.911187e+05
452 Small states SST 2019 9.935737e+05
453 Small states SST 2018 9.960297e+05
454 Small states SST 2017 9.984878e+05
455 Small states SST 2016 1.000716e+06
456 Small states SST 2015 1.003163e+06
457 Small states SST 2014 1.005455e+06
458 Small states SST 2013 1.007747e+06
459 Small states SST 2012 1.010038e+06
460 Small states SST 2011 1.012330e+06
461 Small states SST 2010 1.014622e+06
462 South Asia SAS 2020 8.977869e+05
463 South Asia SAS 2019 8.955481e+05
464 South Asia SAS 2018 8.933093e+05
465 South Asia SAS 2017 8.910705e+05
466 South Asia SAS 2016 8.886015e+05
467 South Asia SAS 2015 8.865929e+05
468 South Asia SAS 2014 8.841909e+05
469 South Asia SAS 2013 8.817888e+05
470 South Asia SAS 2012 8.793868e+05
471 South Asia SAS 2011 8.769848e+05
472 South Asia SAS 2010 8.745827e+05
473 South Asia (IDA & IBRD) TSA 2020 8.977869e+05
474 South Asia (IDA & IBRD) TSA 2019 8.955481e+05
475 South Asia (IDA & IBRD) TSA 2018 8.933093e+05
476 South Asia (IDA & IBRD) TSA 2017 8.910705e+05
477 South Asia (IDA & IBRD) TSA 2016 8.886015e+05
478 South Asia (IDA & IBRD) TSA 2015 8.865929e+05
479 South Asia (IDA & IBRD) TSA 2014 8.841909e+05
480 South Asia (IDA & IBRD) TSA 2013 8.817888e+05
481 South Asia (IDA & IBRD) TSA 2012 8.793868e+05
482 South Asia (IDA & IBRD) TSA 2011 8.769848e+05
483 South Asia (IDA & IBRD) TSA 2010 8.745827e+05
484 Sub-Saharan Africa SSF 2020 6.271976e+06
485 Sub-Saharan Africa SSF 2019 6.311896e+06
486 Sub-Saharan Africa SSF 2018 6.352213e+06
487 Sub-Saharan Africa SSF 2017 6.391509e+06
488 Sub-Saharan Africa SSF 2016 6.430837e+06
489 Sub-Saharan Africa SSF 2015 6.470986e+06
490 Sub-Saharan Africa SSF 2014 6.510132e+06
491 Sub-Saharan Africa SSF 2013 6.549278e+06
492 Sub-Saharan Africa SSF 2012 6.588424e+06
493 Sub-Saharan Africa SSF 2011 6.627570e+06
494 Sub-Saharan Africa SSF 2010 6.666716e+06
495 Sub-Saharan Africa (excluding high income) SSA 2020 6.271639e+06
496 Sub-Saharan Africa (excluding high income) SSA 2019 6.311559e+06
497 Sub-Saharan Africa (excluding high income) SSA 2018 6.351876e+06
498 Sub-Saharan Africa (excluding high income) SSA 2017 6.391172e+06
499 Sub-Saharan Africa (excluding high income) SSA 2016 6.430500e+06
500 Sub-Saharan Africa (excluding high income) SSA 2015 6.470650e+06
501 Sub-Saharan Africa (excluding high income) SSA 2014 6.509795e+06
502 Sub-Saharan Africa (excluding high income) SSA 2013 6.548941e+06
503 Sub-Saharan Africa (excluding high income) SSA 2012 6.588087e+06
504 Sub-Saharan Africa (excluding high income) SSA 2011 6.627233e+06
505 Sub-Saharan Africa (excluding high income) SSA 2010 6.666379e+06
506 Sub-Saharan Africa (IDA & IBRD countries) TSS 2020 6.271976e+06
507 Sub-Saharan Africa (IDA & IBRD countries) TSS 2019 6.311896e+06
508 Sub-Saharan Africa (IDA & IBRD countries) TSS 2018 6.352213e+06
509 Sub-Saharan Africa (IDA & IBRD countries) TSS 2017 6.391509e+06
510 Sub-Saharan Africa (IDA & IBRD countries) TSS 2016 6.430837e+06
511 Sub-Saharan Africa (IDA & IBRD countries) TSS 2015 6.470986e+06
512 Sub-Saharan Africa (IDA & IBRD countries) TSS 2014 6.510132e+06
513 Sub-Saharan Africa (IDA & IBRD countries) TSS 2013 6.549278e+06
514 Sub-Saharan Africa (IDA & IBRD countries) TSS 2012 6.588424e+06
515 Sub-Saharan Africa (IDA & IBRD countries) TSS 2011 6.627570e+06
516 Sub-Saharan Africa (IDA & IBRD countries) TSS 2010 6.666716e+06
517 Upper middle income 2020 2.068960e+07
518 Upper middle income 2019 2.069928e+07
519 Upper middle income 2018 2.070973e+07
520 Upper middle income 2017 2.071789e+07
521 Upper middle income 2016 2.074251e+07
522 Upper middle income 2015 2.074497e+07
523 Upper middle income 2014 2.076082e+07
524 Upper middle income 2013 2.077668e+07
525 Upper middle income 2012 2.079253e+07
526 Upper middle income 2011 2.080838e+07
527 Upper middle income 2010 2.082423e+07
528 World WLD 2020 4.049969e+07
529 World WLD 2019 4.054878e+07
530 World WLD 2018 4.059955e+07
531 World WLD 2017 4.064787e+07
532 World WLD 2016 4.071630e+07
533 World WLD 2015 4.074891e+07
534 World WLD 2014 4.079379e+07
535 World WLD 2013 4.083866e+07
536 World WLD 2012 4.088353e+07
537 World WLD 2011 4.092840e+07
538 World WLD 2010 4.097326e+07
539 Afghanistan AFG 2020 1.208440e+04
540 Afghanistan AFG 2019 1.208440e+04
541 Afghanistan AFG 2018 1.208440e+04
542 Afghanistan AFG 2017 1.208440e+04
543 Afghanistan AFG 2016 1.208440e+04
544 Afghanistan AFG 2015 1.208440e+04
545 Afghanistan AFG 2014 1.208440e+04
546 Afghanistan AFG 2013 1.208440e+04
547 Afghanistan AFG 2012 1.208440e+04
548 Afghanistan AFG 2011 1.208440e+04
549 Afghanistan AFG 2010 1.208440e+04
550 Albania ALB 2020 7.889000e+03
551 Albania ALB 2019 7.889000e+03
552 Albania ALB 2018 7.889000e+03
553 Albania ALB 2017 7.889025e+03
554 Albania ALB 2016 7.891800e+03
555 Albania ALB 2015 7.891875e+03
556 Albania ALB 2014 7.877640e+03
557 Albania ALB 2013 7.863405e+03
558 Albania ALB 2012 7.849170e+03
559 Albania ALB 2011 7.834935e+03
560 Albania ALB 2010 7.820700e+03
561 Algeria DZA 2020 1.949000e+04
562 Algeria DZA 2019 1.939000e+04
563 Algeria DZA 2018 1.930000e+04
564 Algeria DZA 2017 1.943000e+04
565 Algeria DZA 2016 1.956000e+04
566 Algeria DZA 2015 1.956000e+04
567 Algeria DZA 2014 1.948400e+04
568 Algeria DZA 2013 1.940800e+04
569 Algeria DZA 2012 1.933200e+04
570 Algeria DZA 2011 1.925600e+04
571 Algeria DZA 2010 1.918000e+04
572 American Samoa ASM 2020 1.713000e+02
573 American Samoa ASM 2019 1.716000e+02
574 American Samoa ASM 2018 1.719000e+02
575 American Samoa ASM 2017 1.722000e+02
576 American Samoa ASM 2016 1.725000e+02
577 American Samoa ASM 2015 1.728000e+02
578 American Samoa ASM 2014 1.731000e+02
579 American Samoa ASM 2013 1.734000e+02
580 American Samoa ASM 2012 1.737000e+02
581 American Samoa ASM 2011 1.740000e+02
582 American Samoa ASM 2010 1.743000e+02
583 Andorra AND 2020 1.600000e+02
584 Andorra AND 2019 1.600000e+02
585 Andorra AND 2018 1.600000e+02
586 Andorra AND 2017 1.600000e+02
587 Andorra AND 2016 1.600000e+02
588 Andorra AND 2015 1.600000e+02
589 Andorra AND 2014 1.600000e+02
590 Andorra AND 2013 1.600000e+02
591 Andorra AND 2012 1.600000e+02
592 Andorra AND 2011 1.600000e+02
593 Andorra AND 2010 1.600000e+02
594 Angola AGO 2020 6.660738e+05
595 Angola AGO 2019 6.716244e+05
596 Angola AGO 2018 6.771751e+05
597 Angola AGO 2017 6.827257e+05
598 Angola AGO 2016 6.882762e+05
599 Angola AGO 2015 6.938269e+05
600 Angola AGO 2014 6.993775e+05
601 Angola AGO 2013 7.049281e+05
602 Angola AGO 2012 7.104788e+05
603 Angola AGO 2011 7.160294e+05
604 Angola AGO 2010 7.215800e+05
605 Antigua and Barbuda ATG 2020 8.120000e+01
606 Antigua and Barbuda ATG 2019 8.180000e+01
607 Antigua and Barbuda ATG 2018 8.250000e+01
608 Antigua and Barbuda ATG 2017 8.320000e+01
609 Antigua and Barbuda ATG 2016 8.380000e+01
610 Antigua and Barbuda ATG 2015 8.450000e+01
611 Antigua and Barbuda ATG 2014 8.516000e+01
612 Antigua and Barbuda ATG 2013 8.582000e+01
613 Antigua and Barbuda ATG 2012 8.648000e+01
614 Antigua and Barbuda ATG 2011 8.714000e+01
615 Antigua and Barbuda ATG 2010 8.780000e+01
616 Argentina ARG 2020 2.857300e+05
617 Argentina ARG 2019 2.868100e+05
618 Argentina ARG 2018 2.879100e+05
619 Argentina ARG 2017 2.889900e+05
620 Argentina ARG 2016 2.901000e+05
621 Argentina ARG 2015 2.909700e+05
622 Argentina ARG 2014 2.932040e+05
623 Argentina ARG 2013 2.954380e+05
624 Argentina ARG 2012 2.976720e+05
625 Argentina ARG 2011 2.999060e+05
626 Argentina ARG 2010 3.021400e+05
627 Armenia ARM 2020 3.284700e+03
628 Armenia ARM 2019 3.286800e+03
629 Armenia ARM 2018 3.288900e+03
630 Armenia ARM 2017 3.291000e+03
631 Armenia ARM 2016 3.293100e+03
632 Armenia ARM 2015 3.295200e+03
633 Armenia ARM 2014 3.297280e+03
634 Armenia ARM 2013 3.299360e+03
635 Armenia ARM 2012 3.301440e+03
636 Armenia ARM 2011 3.303520e+03
637 Armenia ARM 2010 3.305600e+03
638 Aruba ABW 2020 4.200000e+00
639 Aruba ABW 2019 4.200000e+00
640 Aruba ABW 2018 4.200000e+00
641 Aruba ABW 2017 4.200000e+00
642 Aruba ABW 2016 4.200000e+00
643 Aruba ABW 2015 4.200000e+00
644 Aruba ABW 2014 4.200000e+00
645 Aruba ABW 2013 4.200000e+00
646 Aruba ABW 2012 4.200000e+00
647 Aruba ABW 2011 4.200000e+00
648 Aruba ABW 2010 4.200000e+00
649 Australia AUS 2020 1.340051e+06
650 Australia AUS 2019 1.340051e+06
651 Australia AUS 2018 1.340051e+06
652 Australia AUS 2017 1.340174e+06
653 Australia AUS 2016 1.340372e+06
654 Australia AUS 2015 1.330945e+06
655 Australia AUS 2014 1.323848e+06
656 Australia AUS 2013 1.316751e+06
657 Australia AUS 2012 1.309655e+06
658 Australia AUS 2011 1.302558e+06
659 Australia AUS 2010 1.295461e+06
660 Austria AUT 2020 3.899150e+04
661 Austria AUT 2019 3.895560e+04
662 Austria AUT 2018 3.891970e+04
663 Austria AUT 2017 3.888380e+04
664 Austria AUT 2016 3.884790e+04
665 Austria AUT 2015 3.881190e+04
666 Austria AUT 2014 3.877592e+04
667 Austria AUT 2013 3.873994e+04
668 Austria AUT 2012 3.870396e+04
669 Austria AUT 2011 3.866798e+04
670 Austria AUT 2010 3.863200e+04
671 Azerbaijan AZE 2020 1.131770e+04
672 Azerbaijan AZE 2019 1.120240e+04
673 Azerbaijan AZE 2018 1.108715e+04
674 Azerbaijan AZE 2017 1.097185e+04
675 Azerbaijan AZE 2016 1.087475e+04
676 Azerbaijan AZE 2015 1.077887e+04
677 Azerbaijan AZE 2014 1.068808e+04
678 Azerbaijan AZE 2013 1.059730e+04
679 Azerbaijan AZE 2012 1.050651e+04
680 Azerbaijan AZE 2011 1.041573e+04
681 Azerbaijan AZE 2010 1.032495e+04
682 Bahamas, The BHS 2020 5.098600e+03
683 Bahamas, The BHS 2019 5.098600e+03
684 Bahamas, The BHS 2018 5.098600e+03
685 Bahamas, The BHS 2017 5.098600e+03
686 Bahamas, The BHS 2016 5.098600e+03
687 Bahamas, The BHS 2015 5.098600e+03
688 Bahamas, The BHS 2014 5.098600e+03
689 Bahamas, The BHS 2013 5.098600e+03
690 Bahamas, The BHS 2012 5.098600e+03
691 Bahamas, The BHS 2011 5.098600e+03
692 Bahamas, The BHS 2010 5.098600e+03
693 Bahrain BHR 2020 7.000000e+00
694 Bahrain BHR 2019 6.800000e+00
695 Bahrain BHR 2018 6.600000e+00
696 Bahrain BHR 2017 6.400000e+00
697 Bahrain BHR 2016 6.200000e+00
698 Bahrain BHR 2015 6.000000e+00
699 Bahrain BHR 2014 5.840000e+00
700 Bahrain BHR 2013 5.680000e+00
701 Bahrain BHR 2012 5.520000e+00
702 Bahrain BHR 2011 5.360000e+00
703 Bahrain BHR 2010 5.200000e+00
704 Bangladesh BGD 2020 1.883400e+04
705 Bangladesh BGD 2019 1.883400e+04
706 Bangladesh BGD 2018 1.883400e+04
707 Bangladesh BGD 2017 1.883400e+04
708 Bangladesh BGD 2016 1.883400e+04
709 Bangladesh BGD 2015 1.883400e+04
710 Bangladesh BGD 2014 1.884388e+04
711 Bangladesh BGD 2013 1.885377e+04
712 Bangladesh BGD 2012 1.886365e+04
713 Bangladesh BGD 2011 1.887354e+04
714 Bangladesh BGD 2010 1.888342e+04
715 Barbados BRB 2020 6.300000e+01
716 Barbados BRB 2019 6.300000e+01
717 Barbados BRB 2018 6.300000e+01
718 Barbados BRB 2017 6.300000e+01
719 Barbados BRB 2016 6.300000e+01
720 Barbados BRB 2015 6.300000e+01
721 Barbados BRB 2014 6.300000e+01
722 Barbados BRB 2013 6.300000e+01
723 Barbados BRB 2012 6.300000e+01
724 Barbados BRB 2011 6.300000e+01
725 Barbados BRB 2010 6.300000e+01
726 Belarus BLR 2020 8.767600e+04
727 Belarus BLR 2019 8.753100e+04
728 Belarus BLR 2018 8.738600e+04
729 Belarus BLR 2017 8.724100e+04
730 Belarus BLR 2016 8.709600e+04
731 Belarus BLR 2015 8.633500e+04
732 Belarus BLR 2014 8.632800e+04
733 Belarus BLR 2013 8.632100e+04
734 Belarus BLR 2012 8.631400e+04
735 Belarus BLR 2011 8.630700e+04
736 Belarus BLR 2010 8.630000e+04
737 Belgium BEL 2020 6.893000e+03
738 Belgium BEL 2019 6.893000e+03
739 Belgium BEL 2018 6.893000e+03
740 Belgium BEL 2017 6.893000e+03
741 Belgium BEL 2016 6.893000e+03
742 Belgium BEL 2015 6.893000e+03
743 Belgium BEL 2014 6.894140e+03
744 Belgium BEL 2013 6.895280e+03
745 Belgium BEL 2012 6.896420e+03
746 Belgium BEL 2011 6.897560e+03
747 Belgium BEL 2010 6.898700e+03
748 Belize BLZ 2020 1.277050e+04
749 Belize BLZ 2019 1.288210e+04
750 Belize BLZ 2018 1.299370e+04
751 Belize BLZ 2017 1.310520e+04
752 Belize BLZ 2016 1.321680e+04
753 Belize BLZ 2015 1.332830e+04
754 Belize BLZ 2014 1.344542e+04
755 Belize BLZ 2013 1.356254e+04
756 Belize BLZ 2012 1.367966e+04
757 Belize BLZ 2011 1.379678e+04
758 Belize BLZ 2010 1.391390e+04
759 Benin BEN 2020 3.135150e+04
760 Benin BEN 2019 3.185150e+04
761 Benin BEN 2018 3.235150e+04
762 Benin BEN 2017 3.285150e+04
763 Benin BEN 2016 3.335150e+04
764 Benin BEN 2015 3.385150e+04
765 Benin BEN 2014 3.435150e+04
766 Benin BEN 2013 3.485150e+04
767 Benin BEN 2012 3.535150e+04
768 Benin BEN 2011 3.585150e+04
769 Benin BEN 2010 3.635150e+04
770 Bermuda BMU 2020 1.000000e+01
771 Bermuda BMU 2019 1.000000e+01
772 Bermuda BMU 2018 1.000000e+01
773 Bermuda BMU 2017 1.000000e+01
774 Bermuda BMU 2016 1.000000e+01
775 Bermuda BMU 2015 1.000000e+01
776 Bermuda BMU 2014 1.000000e+01
777 Bermuda BMU 2013 1.000000e+01
778 Bermuda BMU 2012 1.000000e+01
779 Bermuda BMU 2011 1.000000e+01
780 Bermuda BMU 2010 1.000000e+01
781 Bhutan BTN 2020 2.725080e+04
782 Bhutan BTN 2019 2.723100e+04
783 Bhutan BTN 2018 2.721120e+04
784 Bhutan BTN 2017 2.719140e+04
785 Bhutan BTN 2016 2.717160e+04
786 Bhutan BTN 2015 2.715180e+04
787 Bhutan BTN 2014 2.713202e+04
788 Bhutan BTN 2013 2.711224e+04
789 Bhutan BTN 2012 2.709246e+04
790 Bhutan BTN 2011 2.707268e+04
791 Bhutan BTN 2010 2.705290e+04
792 Bolivia BOL 2020 5.083376e+05
793 Bolivia BOL 2019 5.103376e+05
794 Bolivia BOL 2018 5.125324e+05
795 Bolivia BOL 2017 5.149222e+05
796 Bolivia BOL 2016 5.175068e+05
797 Bolivia BOL 2015 5.202722e+05
798 Bolivia BOL 2014 5.223898e+05
799 Bolivia BOL 2013 5.245074e+05
800 Bolivia BOL 2012 5.266249e+05
801 Bolivia BOL 2011 5.287425e+05
802 Bolivia BOL 2010 5.308601e+05
803 Bosnia and Herzegovina BIH 2020 2.187910e+04
804 Bosnia and Herzegovina BIH 2019 2.187910e+04
805 Bosnia and Herzegovina BIH 2018 2.187910e+04
806 Bosnia and Herzegovina BIH 2017 2.187910e+04
807 Bosnia and Herzegovina BIH 2016 2.176510e+04
808 Bosnia and Herzegovina BIH 2015 2.160500e+04
809 Bosnia and Herzegovina BIH 2014 2.148932e+04
810 Bosnia and Herzegovina BIH 2013 2.137364e+04
811 Bosnia and Herzegovina BIH 2012 2.125796e+04
812 Bosnia and Herzegovina BIH 2011 2.114228e+04
813 Bosnia and Herzegovina BIH 2010 2.102660e+04
814 Botswana BWA 2020 1.525470e+05
815 Botswana BWA 2019 1.537300e+05
816 Botswana BWA 2018 1.549130e+05
817 Botswana BWA 2017 1.560960e+05
818 Botswana BWA 2016 1.572790e+05
819 Botswana BWA 2015 1.584620e+05
820 Botswana BWA 2014 1.596450e+05
821 Botswana BWA 2013 1.608280e+05
822 Botswana BWA 2012 1.620110e+05
823 Botswana BWA 2011 1.631940e+05
824 Botswana BWA 2010 1.643770e+05
825 Brazil BRA 2020 4.966196e+06
826 Brazil BRA 2019 4.977985e+06
827 Brazil BRA 2018 4.990514e+06
828 Brazil BRA 2017 5.000916e+06
829 Brazil BRA 2016 5.020821e+06
830 Brazil BRA 2015 5.038848e+06
831 Brazil BRA 2014 5.054240e+06
832 Brazil BRA 2013 5.069632e+06
833 Brazil BRA 2012 5.085023e+06
834 Brazil BRA 2011 5.100415e+06
835 Brazil BRA 2010 5.115807e+06
836 British Virgin Islands VGB 2020 3.620000e+01
837 British Virgin Islands VGB 2019 3.620000e+01
838 British Virgin Islands VGB 2018 3.620000e+01
839 British Virgin Islands VGB 2017 3.620000e+01
840 British Virgin Islands VGB 2016 3.620000e+01
841 British Virgin Islands VGB 2015 3.620000e+01
842 British Virgin Islands VGB 2014 3.624000e+01
843 British Virgin Islands VGB 2013 3.628000e+01
844 British Virgin Islands VGB 2012 3.632000e+01
845 British Virgin Islands VGB 2011 3.636000e+01
846 British Virgin Islands VGB 2010 3.640000e+01
847 Brunei Darussalam BRN 2020 3.800000e+03
848 Brunei Darussalam BRN 2019 3.800000e+03
849 Brunei Darussalam BRN 2018 3.800000e+03
850 Brunei Darussalam BRN 2017 3.800000e+03
851 Brunei Darussalam BRN 2016 3.800000e+03
852 Brunei Darussalam BRN 2015 3.800000e+03
853 Brunei Darussalam BRN 2014 3.800000e+03
854 Brunei Darussalam BRN 2013 3.800000e+03
855 Brunei Darussalam BRN 2012 3.800000e+03
856 Brunei Darussalam BRN 2011 3.800000e+03
857 Brunei Darussalam BRN 2010 3.800000e+03
858 Bulgaria BGR 2020 3.893000e+04
859 Bulgaria BGR 2019 3.880000e+04
860 Bulgaria BGR 2018 3.867000e+04
861 Bulgaria BGR 2017 3.854000e+04
862 Bulgaria BGR 2016 3.841000e+04
863 Bulgaria BGR 2015 3.833000e+04
864 Bulgaria BGR 2014 3.813800e+04
865 Bulgaria BGR 2013 3.794600e+04
866 Bulgaria BGR 2012 3.775400e+04
867 Bulgaria BGR 2011 3.756200e+04
868 Bulgaria BGR 2010 3.737000e+04
869 Burkina Faso BFA 2020 6.216400e+04
870 Burkina Faso BFA 2019 6.266400e+04
871 Burkina Faso BFA 2018 6.316400e+04
872 Burkina Faso BFA 2017 6.366400e+04
873 Burkina Faso BFA 2016 6.416400e+04
874 Burkina Faso BFA 2015 6.466400e+04
875 Burkina Faso BFA 2014 6.516420e+04
876 Burkina Faso BFA 2013 6.566440e+04
877 Burkina Faso BFA 2012 6.616460e+04
878 Burkina Faso BFA 2011 6.666480e+04
879 Burkina Faso BFA 2010 6.716500e+04
880 Burundi BDI 2020 2.796400e+03
881 Burundi BDI 2019 2.796400e+03
882 Burundi BDI 2018 2.796400e+03
883 Burundi BDI 2017 2.796400e+03
884 Burundi BDI 2016 2.796400e+03
885 Burundi BDI 2015 2.796400e+03
886 Burundi BDI 2014 2.625000e+03
887 Burundi BDI 2013 2.453600e+03
888 Burundi BDI 2012 2.282200e+03
889 Burundi BDI 2011 2.110800e+03
890 Burundi BDI 2010 1.939400e+03
891 Cabo Verde CPV 2020 4.572000e+02
892 Cabo Verde CPV 2019 4.542000e+02
893 Cabo Verde CPV 2018 4.512000e+02
894 Cabo Verde CPV 2017 4.482000e+02
895 Cabo Verde CPV 2016 4.452000e+02
896 Cabo Verde CPV 2015 4.422000e+02
897 Cabo Verde CPV 2014 4.392000e+02
898 Cabo Verde CPV 2013 4.362000e+02
899 Cabo Verde CPV 2012 4.332000e+02
900 Cabo Verde CPV 2011 4.302000e+02
901 Cabo Verde CPV 2010 4.272000e+02
902 Cambodia KHM 2020 8.068370e+04
903 Cambodia KHM 2019 8.224060e+04
904 Cambodia KHM 2018 8.379750e+04
905 Cambodia KHM 2017 8.535440e+04
906 Cambodia KHM 2016 8.691130e+04
907 Cambodia KHM 2015 8.846820e+04
908 Cambodia KHM 2014 9.195302e+04
909 Cambodia KHM 2013 9.543784e+04
910 Cambodia KHM 2012 9.892266e+04
911 Cambodia KHM 2011 1.024075e+05
912 Cambodia KHM 2010 1.058923e+05
913 Cameroon CMR 2020 2.034048e+05
914 Cameroon CMR 2019 2.039648e+05
915 Cameroon CMR 2018 2.045248e+05
916 Cameroon CMR 2017 2.050848e+05
917 Cameroon CMR 2016 2.056448e+05
918 Cameroon CMR 2015 2.062048e+05
919 Cameroon CMR 2014 2.067648e+05
920 Cameroon CMR 2013 2.073248e+05
921 Cameroon CMR 2012 2.078848e+05
922 Cameroon CMR 2011 2.084448e+05
923 Cameroon CMR 2010 2.090048e+05
924 Canada CAN 2020 3.469281e+06
925 Canada CAN 2019 3.469651e+06
926 Canada CAN 2018 3.470021e+06
927 Canada CAN 2017 3.470390e+06
928 Canada CAN 2016 3.470760e+06
929 Canada CAN 2015 3.471157e+06
930 Canada CAN 2014 3.471570e+06
931 Canada CAN 2013 3.471983e+06
932 Canada CAN 2012 3.472396e+06
933 Canada CAN 2011 3.472809e+06
934 Canada CAN 2010 3.473222e+06
935 Cayman Islands CYM 2020 1.272000e+02
936 Cayman Islands CYM 2019 1.272000e+02
937 Cayman Islands CYM 2018 1.281000e+02
938 Cayman Islands CYM 2017 1.272000e+02
939 Cayman Islands CYM 2016 1.272000e+02
940 Cayman Islands CYM 2015 1.272000e+02
941 Cayman Islands CYM 2014 1.272000e+02
942 Cayman Islands CYM 2013 1.272000e+02
943 Cayman Islands CYM 2012 1.272000e+02
944 Cayman Islands CYM 2011 1.272000e+02
945 Cayman Islands CYM 2010 1.272000e+02
946 Central African Republic CAF 2020 2.230300e+05
947 Central African Republic CAF 2019 2.233300e+05
948 Central African Republic CAF 2018 2.236300e+05
949 Central African Republic CAF 2017 2.239300e+05
950 Central African Republic CAF 2016 2.242300e+05
951 Central African Republic CAF 2015 2.245300e+05
952 Central African Republic CAF 2014 2.248300e+05
953 Central African Republic CAF 2013 2.251300e+05
954 Central African Republic CAF 2012 2.254300e+05
955 Central African Republic CAF 2011 2.257300e+05
956 Central African Republic CAF 2010 2.260300e+05
957 Chad TCD 2020 4.313000e+04
958 Chad TCD 2019 4.422000e+04
959 Chad TCD 2018 4.535000e+04
960 Chad TCD 2017 4.651000e+04
961 Chad TCD 2016 4.769000e+04
962 Chad TCD 2015 4.890000e+04
963 Chad TCD 2014 5.018000e+04
964 Chad TCD 2013 5.146000e+04
965 Chad TCD 2012 5.274000e+04
966 Chad TCD 2011 5.402000e+04
967 Chad TCD 2010 5.530000e+04
968 Channel Islands CHI 2020 1.020000e+01
969 Channel Islands CHI 2019 1.020000e+01
970 Channel Islands CHI 2018 1.020000e+01
971 Channel Islands CHI 2017 1.020000e+01
972 Channel Islands CHI 2016 1.020000e+01
973 Channel Islands CHI 2015 1.020000e+01
974 Channel Islands CHI 2014 1.020000e+01
975 Channel Islands CHI 2013 1.020000e+01
976 Channel Islands CHI 2012 1.020000e+01
977 Channel Islands CHI 2011 1.020000e+01
978 Channel Islands CHI 2010 1.020000e+01
979 Chile CHL 2020 1.821070e+05
980 Chile CHL 2019 1.808780e+05
981 Chile CHL 2018 1.796487e+05
982 Chile CHL 2017 1.784194e+05
983 Chile CHL 2016 1.771901e+05
984 Chile CHL 2015 1.759608e+05
985 Chile CHL 2014 1.742192e+05
986 Chile CHL 2013 1.724775e+05
987 Chile CHL 2012 1.707359e+05
988 Chile CHL 2011 1.689942e+05
989 Chile CHL 2010 1.672526e+05
990 China CHN 2020 2.199782e+06
991 China CHN 2019 2.180986e+06
992 China CHN 2018 2.162190e+06
993 China CHN 2017 2.143395e+06
994 China CHN 2016 2.124599e+06
995 China CHN 2015 2.102942e+06
996 China CHN 2014 2.083575e+06
997 China CHN 2013 2.064207e+06
998 China CHN 2012 2.044839e+06
999 China CHN 2011 2.025472e+06
1000 China CHN 2010 2.006104e+06
1001 Colombia COL 2020 5.914191e+05
1002 Colombia COL 2019 5.934120e+05
1003 Colombia COL 2018 5.954048e+05
1004 Colombia COL 2017 5.973977e+05
1005 Colombia COL 2016 5.995949e+05
1006 Colombia COL 2015 6.013466e+05
1007 Colombia COL 2014 6.026929e+05
1008 Colombia COL 2013 6.040391e+05
1009 Colombia COL 2012 6.053854e+05
1010 Colombia COL 2011 6.067316e+05
1011 Colombia COL 2010 6.080779e+05
1012 Comoros COM 2020 3.292000e+02
1013 Comoros COM 2019 3.336000e+02
1014 Comoros COM 2018 3.380000e+02
1015 Comoros COM 2017 3.423000e+02
1016 Comoros COM 2016 3.467000e+02
1017 Comoros COM 2015 3.511000e+02
1018 Comoros COM 2014 3.554800e+02
1019 Comoros COM 2013 3.598600e+02
1020 Comoros COM 2012 3.642400e+02
1021 Comoros COM 2011 3.686200e+02
1022 Comoros COM 2010 3.730000e+02
1023 Congo, Dem. Rep. COD 2020 1.261552e+06
1024 Congo, Dem. Rep. COD 2019 1.272566e+06
1025 Congo, Dem. Rep. COD 2018 1.283580e+06
1026 Congo, Dem. Rep. COD 2017 1.294594e+06
1027 Congo, Dem. Rep. COD 2016 1.305607e+06
1028 Congo, Dem. Rep. COD 2015 1.316621e+06
1029 Congo, Dem. Rep. COD 2014 1.327635e+06
1030 Congo, Dem. Rep. COD 2013 1.338649e+06
1031 Congo, Dem. Rep. COD 2012 1.349662e+06
1032 Congo, Dem. Rep. COD 2011 1.360676e+06
1033 Congo, Dem. Rep. COD 2010 1.371690e+06
1034 Congo, Rep. COG 2020 2.194600e+05
1035 Congo, Rep. COG 2019 2.196100e+05
1036 Congo, Rep. COG 2018 2.197600e+05
1037 Congo, Rep. COG 2017 2.199100e+05
1038 Congo, Rep. COG 2016 2.200300e+05
1039 Congo, Rep. COG 2015 2.201500e+05
1040 Congo, Rep. COG 2014 2.202700e+05
1041 Congo, Rep. COG 2013 2.203900e+05
1042 Congo, Rep. COG 2012 2.205100e+05
1043 Congo, Rep. COG 2011 2.206300e+05
1044 Congo, Rep. COG 2010 2.207500e+05
1045 Costa Rica CRI 2020 3.034870e+04
1046 Costa Rica CRI 2019 3.018500e+04
1047 Costa Rica CRI 2018 3.002130e+04
1048 Costa Rica CRI 2017 2.985770e+04
1049 Costa Rica CRI 2016 2.969400e+04
1050 Costa Rica CRI 2015 2.953030e+04
1051 Costa Rica CRI 2014 2.936664e+04
1052 Costa Rica CRI 2013 2.920298e+04
1053 Costa Rica CRI 2012 2.903932e+04
1054 Costa Rica CRI 2011 2.887566e+04
1055 Costa Rica CRI 2010 2.871200e+04
1056 Cote d'Ivoire CIV 2020 2.836710e+04
1057 Cote d'Ivoire CIV 2019 2.949600e+04
1058 Cote d'Ivoire CIV 2018 3.062480e+04
1059 Cote d'Ivoire CIV 2017 3.175370e+04
1060 Cote d'Ivoire CIV 2016 3.288260e+04
1061 Cote d'Ivoire CIV 2015 3.401150e+04
1062 Cote d'Ivoire CIV 2014 3.514036e+04
1063 Cote d'Ivoire CIV 2013 3.626922e+04
1064 Cote d'Ivoire CIV 2012 3.739808e+04
1065 Cote d'Ivoire CIV 2011 3.852694e+04
1066 Cote d'Ivoire CIV 2010 3.965580e+04
1067 Croatia HRV 2020 1.939110e+04
1068 Croatia HRV 2019 1.936610e+04
1069 Croatia HRV 2018 1.934110e+04
1070 Croatia HRV 2017 1.931608e+04
1071 Croatia HRV 2016 1.924120e+04
1072 Croatia HRV 2015 1.922000e+04
1073 Croatia HRV 2014 1.921600e+04
1074 Croatia HRV 2013 1.921200e+04
1075 Croatia HRV 2012 1.920800e+04
1076 Croatia HRV 2011 1.920400e+04
1077 Croatia HRV 2010 1.920000e+04
1078 Cuba CUB 2020 3.242000e+04
1079 Cuba CUB 2019 3.242000e+04
1080 Cuba CUB 2018 3.242000e+04
1081 Cuba CUB 2017 3.242000e+04
1082 Cuba CUB 2016 3.241000e+04
1083 Cuba CUB 2015 3.184000e+04
1084 Cuba CUB 2014 3.133600e+04
1085 Cuba CUB 2013 3.083200e+04
1086 Cuba CUB 2012 3.032800e+04
1087 Cuba CUB 2011 2.982400e+04
1088 Cuba CUB 2010 2.932000e+04
1089 Curacao CUW 2020 7.000000e-01
1090 Curacao CUW 2019 7.000000e-01
1091 Curacao CUW 2018 7.000000e-01
1092 Curacao CUW 2017 7.000000e-01
1093 Curacao CUW 2016 7.000000e-01
1094 Curacao CUW 2015 7.000000e-01
1095 Curacao CUW 2014 7.000000e-01
1096 Curacao CUW 2013 7.000000e-01
1097 Curacao CUW 2012 7.000000e-01
1098 Curacao CUW 2011 7.000000e-01
1099 Curacao CUW 2010 NaN
1100 Cyprus CYP 2020 1.725300e+03
1101 Cyprus CYP 2019 1.725500e+03
1102 Cyprus CYP 2018 1.725700e+03
1103 Cyprus CYP 2017 1.725900e+03
1104 Cyprus CYP 2016 1.726100e+03
1105 Cyprus CYP 2015 1.727100e+03
1106 Cyprus CYP 2014 1.727360e+03
1107 Cyprus CYP 2013 1.727620e+03
1108 Cyprus CYP 2012 1.727880e+03
1109 Cyprus CYP 2011 1.728140e+03
1110 Cyprus CYP 2010 1.728400e+03
1111 Czechia CZE 2020 2.677090e+04
1112 Czechia CZE 2019 2.675280e+04
1113 Czechia CZE 2018 2.673470e+04
1114 Czechia CZE 2017 2.671660e+04
1115 Czechia CZE 2016 2.669850e+04
1116 Czechia CZE 2015 2.668390e+04
1117 Czechia CZE 2014 2.666188e+04
1118 Czechia CZE 2013 2.663986e+04
1119 Czechia CZE 2012 2.661784e+04
1120 Czechia CZE 2011 2.659582e+04
1121 Czechia CZE 2010 2.657380e+04
1122 Denmark DNK 2020 6.284400e+03
1123 Denmark DNK 2019 6.275000e+03
1124 Denmark DNK 2018 6.265600e+03
1125 Denmark DNK 2017 6.256000e+03
1126 Denmark DNK 2016 6.246600e+03
1127 Denmark DNK 2015 6.246800e+03
1128 Denmark DNK 2014 6.170420e+03
1129 Denmark DNK 2013 6.094040e+03
1130 Denmark DNK 2012 6.017660e+03
1131 Denmark DNK 2011 5.941280e+03
1132 Denmark DNK 2010 5.864900e+03
1133 Djibouti DJI 2020 5.800000e+01
1134 Djibouti DJI 2019 5.700000e+01
1135 Djibouti DJI 2018 5.640000e+01
1136 Djibouti DJI 2017 5.610000e+01
1137 Djibouti DJI 2016 5.600000e+01
1138 Djibouti DJI 2015 5.600000e+01
1139 Djibouti DJI 2014 5.600000e+01
1140 Djibouti DJI 2013 5.600000e+01
1141 Djibouti DJI 2012 5.600000e+01
1142 Djibouti DJI 2011 5.600000e+01
1143 Djibouti DJI 2010 5.600000e+01
1144 Dominica DMA 2020 4.787000e+02
1145 Dominica DMA 2019 4.787000e+02
1146 Dominica DMA 2018 4.787000e+02
1147 Dominica DMA 2017 4.787000e+02
1148 Dominica DMA 2016 4.787000e+02
1149 Dominica DMA 2015 4.787000e+02
1150 Dominica DMA 2014 4.787000e+02
1151 Dominica DMA 2013 4.787000e+02
1152 Dominica DMA 2012 4.787000e+02
1153 Dominica DMA 2011 4.787000e+02
1154 Dominica DMA 2010 4.787000e+02
1155 Dominican Republic DOM 2020 2.144100e+04
1156 Dominican Republic DOM 2019 2.136010e+04
1157 Dominican Republic DOM 2018 2.127920e+04
1158 Dominican Republic DOM 2017 2.119830e+04
1159 Dominican Republic DOM 2016 2.111740e+04
1160 Dominican Republic DOM 2015 2.103650e+04
1161 Dominican Republic DOM 2014 2.097544e+04
1162 Dominican Republic DOM 2013 2.091438e+04
1163 Dominican Republic DOM 2012 2.085332e+04
1164 Dominican Republic DOM 2011 2.079226e+04
1165 Dominican Republic DOM 2010 2.073120e+04
1166 Ecuador ECU 2020 1.249783e+05
1167 Ecuador ECU 2019 1.256210e+05
1168 Ecuador ECU 2018 1.262637e+05
1169 Ecuador ECU 2017 1.269064e+05
1170 Ecuador ECU 2016 1.275491e+05
1171 Ecuador ECU 2015 1.281918e+05
1172 Ecuador ECU 2014 1.286098e+05
1173 Ecuador ECU 2013 1.290278e+05
1174 Ecuador ECU 2012 1.294459e+05
1175 Ecuador ECU 2011 1.298639e+05
1176 Ecuador ECU 2010 1.302819e+05
1177 Egypt, Arab Rep. EGY 2020 4.498000e+02
1178 Egypt, Arab Rep. EGY 2019 4.498000e+02
1179 Egypt, Arab Rep. EGY 2018 4.498000e+02
1180 Egypt, Arab Rep. EGY 2017 4.498000e+02
1181 Egypt, Arab Rep. EGY 2016 4.498000e+02
1182 Egypt, Arab Rep. EGY 2015 4.842000e+02
1183 Egypt, Arab Rep. EGY 2014 5.186400e+02
1184 Egypt, Arab Rep. EGY 2013 5.530800e+02
1185 Egypt, Arab Rep. EGY 2012 5.875200e+02
1186 Egypt, Arab Rep. EGY 2011 6.219600e+02
1187 Egypt, Arab Rep. EGY 2010 6.564000e+02
1188 El Salvador SLV 2020 5.838800e+03
1189 El Salvador SLV 2019 5.883800e+03
1190 El Salvador SLV 2018 5.928800e+03
1191 El Salvador SLV 2017 5.973800e+03
1192 El Salvador SLV 2016 6.018800e+03
1193 El Salvador SLV 2015 6.063800e+03
1194 El Salvador SLV 2014 6.108800e+03
1195 El Salvador SLV 2013 6.153800e+03
1196 El Salvador SLV 2012 6.198800e+03
1197 El Salvador SLV 2011 6.243800e+03
1198 El Salvador SLV 2010 6.288800e+03
1199 Equatorial Guinea GNQ 2020 2.448420e+04
1200 Equatorial Guinea GNQ 2019 2.456780e+04
1201 Equatorial Guinea GNQ 2018 2.465140e+04
1202 Equatorial Guinea GNQ 2017 2.473500e+04
1203 Equatorial Guinea GNQ 2016 2.481860e+04
1204 Equatorial Guinea GNQ 2015 2.490220e+04
1205 Equatorial Guinea GNQ 2014 2.498578e+04
1206 Equatorial Guinea GNQ 2013 2.506936e+04
1207 Equatorial Guinea GNQ 2012 2.515294e+04
1208 Equatorial Guinea GNQ 2011 2.523652e+04
1209 Equatorial Guinea GNQ 2010 2.532010e+04
1210 Eritrea ERI 2020 1.055260e+04
1211 Eritrea ERI 2019 1.058420e+04
1212 Eritrea ERI 2018 1.061580e+04
1213 Eritrea ERI 2017 1.064740e+04
1214 Eritrea ERI 2016 1.067900e+04
1215 Eritrea ERI 2015 1.071060e+04
1216 Eritrea ERI 2014 1.074220e+04
1217 Eritrea ERI 2013 1.077380e+04
1218 Eritrea ERI 2012 1.080540e+04
1219 Eritrea ERI 2011 1.083700e+04
1220 Eritrea ERI 2010 1.086860e+04
1221 Estonia EST 2020 2.438400e+04
1222 Estonia EST 2019 2.438400e+04
1223 Estonia EST 2018 2.438400e+04
1224 Estonia EST 2017 2.438400e+04
1225 Estonia EST 2016 2.421250e+04
1226 Estonia EST 2015 2.421010e+04
1227 Estonia EST 2014 2.404012e+04
1228 Estonia EST 2013 2.387014e+04
1229 Estonia EST 2012 2.370016e+04
1230 Estonia EST 2011 2.353018e+04
1231 Estonia EST 2010 2.336020e+04
1232 Eswatini SWZ 2020 4.975600e+03
1233 Eswatini SWZ 2019 4.963500e+03
1234 Eswatini SWZ 2018 4.951400e+03
1235 Eswatini SWZ 2017 4.939300e+03
1236 Eswatini SWZ 2016 4.927200e+03
1237 Eswatini SWZ 2015 4.915000e+03
1238 Eswatini SWZ 2014 4.902860e+03
1239 Eswatini SWZ 2013 4.890720e+03
1240 Eswatini SWZ 2012 4.878580e+03
1241 Eswatini SWZ 2011 4.866440e+03
1242 Eswatini SWZ 2010 4.854300e+03
1243 Ethiopia ETH 2020 1.706850e+05
1244 Ethiopia ETH 2019 1.714150e+05
1245 Ethiopia ETH 2018 1.721450e+05
1246 Ethiopia ETH 2017 1.728750e+05
1247 Ethiopia ETH 2016 1.736050e+05
1248 Ethiopia ETH 2015 1.743350e+05
1249 Ethiopia ETH 2014 1.750650e+05
1250 Ethiopia ETH 2013 1.757950e+05
1251 Ethiopia ETH 2012 1.765250e+05
1252 Ethiopia ETH 2011 1.772550e+05
1253 Ethiopia ETH 2010 1.779850e+05
1254 Faroe Islands FRO 2020 8.000000e-01
1255 Faroe Islands FRO 2019 8.000000e-01
1256 Faroe Islands FRO 2018 8.000000e-01
1257 Faroe Islands FRO 2017 8.000000e-01
1258 Faroe Islands FRO 2016 8.000000e-01
1259 Faroe Islands FRO 2015 8.000000e-01
1260 Faroe Islands FRO 2014 8.000000e-01
1261 Faroe Islands FRO 2013 8.000000e-01
1262 Faroe Islands FRO 2012 8.000000e-01
1263 Faroe Islands FRO 2011 8.000000e-01
1264 Faroe Islands FRO 2010 8.000000e-01
1265 Fiji FJI 2020 1.140020e+04
1266 Fiji FJI 2019 1.133340e+04
1267 Fiji FJI 2018 1.126660e+04
1268 Fiji FJI 2017 1.119980e+04
1269 Fiji FJI 2016 1.113300e+04
1270 Fiji FJI 2015 1.106620e+04
1271 Fiji FJI 2014 1.099944e+04
1272 Fiji FJI 2013 1.093268e+04
1273 Fiji FJI 2012 1.086592e+04
1274 Fiji FJI 2011 1.079916e+04
1275 Fiji FJI 2010 1.073240e+04
1276 Finland FIN 2020 2.240900e+05
1277 Finland FIN 2019 2.240900e+05
1278 Finland FIN 2018 2.240900e+05
1279 Finland FIN 2017 2.240900e+05
1280 Finland FIN 2016 2.240900e+05
1281 Finland FIN 2015 2.240900e+05
1282 Finland FIN 2014 2.237560e+05
1283 Finland FIN 2013 2.234220e+05
1284 Finland FIN 2012 2.230880e+05
1285 Finland FIN 2011 2.227540e+05
1286 Finland FIN 2010 2.224200e+05
1287 France FRA 2020 1.725300e+05
1288 France FRA 2019 1.716960e+05
1289 France FRA 2018 1.708620e+05
1290 France FRA 2017 1.700280e+05
1291 France FRA 2016 1.691940e+05
1292 France FRA 2015 1.683600e+05
1293 France FRA 2014 1.675260e+05
1294 France FRA 2013 1.666920e+05
1295 France FRA 2012 1.658580e+05
1296 France FRA 2011 1.650240e+05
1297 France FRA 2010 1.641900e+05
1298 French Polynesia PYF 2020 1.494600e+03
1299 French Polynesia PYF 2019 1.494600e+03
1300 French Polynesia PYF 2018 1.494600e+03
1301 French Polynesia PYF 2017 1.494600e+03
1302 French Polynesia PYF 2016 1.494600e+03
1303 French Polynesia PYF 2015 1.494600e+03
1304 French Polynesia PYF 2014 1.494600e+03
1305 French Polynesia PYF 2013 1.494600e+03
1306 French Polynesia PYF 2012 1.494600e+03
1307 French Polynesia PYF 2011 1.494600e+03
1308 French Polynesia PYF 2010 1.494600e+03
1309 Gabon GAB 2020 2.353060e+05
1310 Gabon GAB 2019 2.354248e+05
1311 Gabon GAB 2018 2.355436e+05
1312 Gabon GAB 2017 2.356624e+05
1313 Gabon GAB 2016 2.357812e+05
1314 Gabon GAB 2015 2.359000e+05
1315 Gabon GAB 2014 2.360188e+05
1316 Gabon GAB 2013 2.361376e+05
1317 Gabon GAB 2012 2.362565e+05
1318 Gabon GAB 2011 2.363753e+05
1319 Gabon GAB 2010 2.364941e+05
1320 Gambia, The GMB 2020 2.426700e+03
1321 Gambia, The GMB 2019 2.484000e+03
1322 Gambia, The GMB 2018 2.541400e+03
1323 Gambia, The GMB 2017 2.598700e+03
1324 Gambia, The GMB 2016 2.656000e+03
1325 Gambia, The GMB 2015 2.713400e+03
1326 Gambia, The GMB 2014 2.770720e+03
1327 Gambia, The GMB 2013 2.828040e+03
1328 Gambia, The GMB 2012 2.885360e+03
1329 Gambia, The GMB 2011 2.942680e+03
1330 Gambia, The GMB 2010 3.000000e+03
1331 Georgia GEO 2020 2.822400e+04
1332 Georgia GEO 2019 2.822400e+04
1333 Georgia GEO 2018 2.822400e+04
1334 Georgia GEO 2017 2.822400e+04
1335 Georgia GEO 2016 2.822400e+04
1336 Georgia GEO 2015 2.822400e+04
1337 Georgia GEO 2014 2.822400e+04
1338 Georgia GEO 2013 2.822400e+04
1339 Georgia GEO 2012 2.822400e+04
1340 Georgia GEO 2011 2.822400e+04
1341 Georgia GEO 2010 2.822400e+04
1342 Germany DEU 2020 1.141900e+05
1343 Germany DEU 2019 1.141900e+05
1344 Germany DEU 2018 1.141900e+05
1345 Germany DEU 2017 1.141900e+05
1346 Germany DEU 2016 1.141900e+05
1347 Germany DEU 2015 1.141900e+05
1348 Germany DEU 2014 1.141700e+05
1349 Germany DEU 2013 1.141500e+05
1350 Germany DEU 2012 1.141300e+05
1351 Germany DEU 2011 1.141100e+05
1352 Germany DEU 2010 1.140900e+05
1353 Ghana GHA 2020 7.985710e+04
1354 Ghana GHA 2019 7.978480e+04
1355 Ghana GHA 2018 7.971260e+04
1356 Ghana GHA 2017 7.964040e+04
1357 Ghana GHA 2016 7.922240e+04
1358 Ghana GHA 2015 7.880440e+04
1359 Ghana GHA 2014 7.892938e+04
1360 Ghana GHA 2013 7.905436e+04
1361 Ghana GHA 2012 7.917934e+04
1362 Ghana GHA 2011 7.930432e+04
1363 Ghana GHA 2010 7.942930e+04
1364 Gibraltar GIB 2020 0.000000e+00
1365 Gibraltar GIB 2019 0.000000e+00
1366 Gibraltar GIB 2018 0.000000e+00
1367 Gibraltar GIB 2017 0.000000e+00
1368 Gibraltar GIB 2016 0.000000e+00
1369 Gibraltar GIB 2015 0.000000e+00
1370 Gibraltar GIB 2014 0.000000e+00
1371 Gibraltar GIB 2013 0.000000e+00
1372 Gibraltar GIB 2012 0.000000e+00
1373 Gibraltar GIB 2011 0.000000e+00
1374 Gibraltar GIB 2010 0.000000e+00
1375 Greece GRC 2020 3.901800e+04
1376 Greece GRC 2019 3.901800e+04
1377 Greece GRC 2018 3.901800e+04
1378 Greece GRC 2017 3.901800e+04
1379 Greece GRC 2016 3.901800e+04
1380 Greece GRC 2015 3.901803e+04
1381 Greece GRC 2014 3.901803e+04
1382 Greece GRC 2013 3.901803e+04
1383 Greece GRC 2012 3.901803e+04
1384 Greece GRC 2011 3.901803e+04
1385 Greece GRC 2010 3.901803e+04
1386 Greenland GRL 2020 2.200000e+00
1387 Greenland GRL 2019 2.200000e+00
1388 Greenland GRL 2018 2.200000e+00
1389 Greenland GRL 2017 2.200000e+00
1390 Greenland GRL 2016 2.200000e+00
1391 Greenland GRL 2015 2.200000e+00
1392 Greenland GRL 2014 2.200000e+00
1393 Greenland GRL 2013 2.200000e+00
1394 Greenland GRL 2012 2.200000e+00
1395 Greenland GRL 2011 2.200000e+00
1396 Greenland GRL 2010 2.200000e+00
1397 Grenada GRD 2020 1.770000e+02
1398 Grenada GRD 2019 1.770000e+02
1399 Grenada GRD 2018 1.770000e+02
1400 Grenada GRD 2017 1.770000e+02
1401 Grenada GRD 2016 1.770000e+02
1402 Grenada GRD 2015 1.770000e+02
1403 Grenada GRD 2014 1.770000e+02
1404 Grenada GRD 2013 1.770000e+02
1405 Grenada GRD 2012 1.770000e+02
1406 Grenada GRD 2011 1.770000e+02
1407 Grenada GRD 2010 1.770000e+02
1408 Guam GUM 2020 2.800000e+02
1409 Guam GUM 2019 2.800000e+02
1410 Guam GUM 2018 2.800000e+02
1411 Guam GUM 2017 2.800000e+02
1412 Guam GUM 2016 2.800000e+02
1413 Guam GUM 2015 2.500000e+02
1414 Guam GUM 2014 2.480000e+02
1415 Guam GUM 2013 2.460000e+02
1416 Guam GUM 2012 2.440000e+02
1417 Guam GUM 2011 2.420000e+02
1418 Guam GUM 2010 2.400000e+02
1419 Guatemala GTM 2020 3.527800e+04
1420 Guatemala GTM 2019 3.539400e+04
1421 Guatemala GTM 2018 3.551000e+04
1422 Guatemala GTM 2017 3.562600e+04
1423 Guatemala GTM 2016 3.574200e+04
1424 Guatemala GTM 2015 3.585800e+04
1425 Guatemala GTM 2014 3.613160e+04
1426 Guatemala GTM 2013 3.640520e+04
1427 Guatemala GTM 2012 3.667880e+04
1428 Guatemala GTM 2011 3.695240e+04
1429 Guatemala GTM 2010 3.722600e+04
1430 Guinea GIN 2020 6.189000e+04
1431 Guinea GIN 2019 6.229000e+04
1432 Guinea GIN 2018 6.269000e+04
1433 Guinea GIN 2017 6.309000e+04
1434 Guinea GIN 2016 6.349000e+04
1435 Guinea GIN 2015 6.389000e+04
1436 Guinea GIN 2014 6.425000e+04
1437 Guinea GIN 2013 6.461000e+04
1438 Guinea GIN 2012 6.497000e+04
1439 Guinea GIN 2011 6.533000e+04
1440 Guinea GIN 2010 6.569000e+04
1441 Guinea-Bissau GNB 2020 1.980010e+04
1442 Guinea-Bissau GNB 2019 1.988450e+04
1443 Guinea-Bissau GNB 2018 1.996890e+04
1444 Guinea-Bissau GNB 2017 2.005330e+04
1445 Guinea-Bissau GNB 2016 2.013770e+04
1446 Guinea-Bissau GNB 2015 2.022210e+04
1447 Guinea-Bissau GNB 2014 2.030654e+04
1448 Guinea-Bissau GNB 2013 2.039098e+04
1449 Guinea-Bissau GNB 2012 2.047542e+04
1450 Guinea-Bissau GNB 2011 2.055986e+04
1451 Guinea-Bissau GNB 2010 2.064430e+04
1452 Guyana GUY 2020 1.841534e+05
1453 Guyana GUY 2019 1.842454e+05
1454 Guyana GUY 2018 1.843375e+05
1455 Guyana GUY 2017 1.844295e+05
1456 Guyana GUY 2016 1.845216e+05
1457 Guyana GUY 2015 1.846136e+05
1458 Guyana GUY 2014 1.847305e+05
1459 Guyana GUY 2013 1.848474e+05
1460 Guyana GUY 2012 1.849643e+05
1461 Guyana GUY 2011 1.850812e+05
1462 Guyana GUY 2010 1.851981e+05
1463 Haiti HTI 2020 3.473000e+03
1464 Haiti HTI 2019 3.504100e+03
1465 Haiti HTI 2018 3.535200e+03
1466 Haiti HTI 2017 3.566300e+03
1467 Haiti HTI 2016 3.597400e+03
1468 Haiti HTI 2015 3.628500e+03
1469 Haiti HTI 2014 3.659560e+03
1470 Haiti HTI 2013 3.690620e+03
1471 Haiti HTI 2012 3.721680e+03
1472 Haiti HTI 2011 3.752740e+03
1473 Haiti HTI 2010 3.783800e+03
1474 Honduras HND 2020 6.359260e+04
1475 Honduras HND 2019 6.380210e+04
1476 Honduras HND 2018 6.401160e+04
1477 Honduras HND 2017 6.422110e+04
1478 Honduras HND 2016 6.443050e+04
1479 Honduras HND 2015 6.463830e+04
1480 Honduras HND 2014 6.486158e+04
1481 Honduras HND 2013 6.508486e+04
1482 Honduras HND 2012 6.530814e+04
1483 Honduras HND 2011 6.553142e+04
1484 Honduras HND 2010 6.575470e+04
1485 Hong Kong SAR, China HKG 2020 NaN
1486 Hong Kong SAR, China HKG 2019 NaN
1487 Hong Kong SAR, China HKG 2018 NaN
1488 Hong Kong SAR, China HKG 2017 NaN
1489 Hong Kong SAR, China HKG 2016 NaN
1490 Hong Kong SAR, China HKG 2015 NaN
1491 Hong Kong SAR, China HKG 2014 NaN
1492 Hong Kong SAR, China HKG 2013 NaN
1493 Hong Kong SAR, China HKG 2012 NaN
1494 Hong Kong SAR, China HKG 2011 NaN
1495 Hong Kong SAR, China HKG 2010 NaN
1496 Hungary HUN 2020 2.053010e+04
1497 Hungary HUN 2019 2.054470e+04
1498 Hungary HUN 2018 2.055920e+04
1499 Hungary HUN 2017 2.057270e+04
1500 Hungary HUN 2016 2.058730e+04
1501 Hungary HUN 2015 2.060820e+04
1502 Hungary HUN 2014 2.057934e+04
1503 Hungary HUN 2013 2.055048e+04
1504 Hungary HUN 2012 2.052162e+04
1505 Hungary HUN 2011 2.049276e+04
1506 Hungary HUN 2010 2.046390e+04
1507 Iceland ISL 2020 5.135000e+02
1508 Iceland ISL 2019 5.069000e+02
1509 Iceland ISL 2018 5.004000e+02
1510 Iceland ISL 2017 4.938000e+02
1511 Iceland ISL 2016 4.866000e+02
1512 Iceland ISL 2015 4.816000e+02
1513 Iceland ISL 2014 4.746200e+02
1514 Iceland ISL 2013 4.676400e+02
1515 Iceland ISL 2012 4.606600e+02
1516 Iceland ISL 2011 4.536800e+02
1517 Iceland ISL 2010 4.467000e+02
1518 India IND 2020 7.216000e+05
1519 India IND 2019 7.189360e+05
1520 India IND 2018 7.162720e+05
1521 India IND 2017 7.136080e+05
1522 India IND 2016 7.109440e+05
1523 India IND 2015 7.082800e+05
1524 India IND 2014 7.056160e+05
1525 India IND 2013 7.029520e+05
1526 India IND 2012 7.002880e+05
1527 India IND 2011 6.976240e+05
1528 India IND 2010 6.949600e+05
1529 Indonesia IDN 2020 9.213320e+05
1530 Indonesia IDN 2019 9.273873e+05
1531 Indonesia IDN 2018 9.334427e+05
1532 Indonesia IDN 2017 9.394980e+05
1533 Indonesia IDN 2016 9.527180e+05
1534 Indonesia IDN 2015 9.502790e+05
1535 Indonesia IDN 2014 9.595416e+05
1536 Indonesia IDN 2013 9.688042e+05
1537 Indonesia IDN 2012 9.780668e+05
1538 Indonesia IDN 2011 9.873294e+05
1539 Indonesia IDN 2010 9.965920e+05
1540 Iran, Islamic Rep. IRN 2020 1.075187e+05
1541 Iran, Islamic Rep. IRN 2019 1.074347e+05
1542 Iran, Islamic Rep. IRN 2018 1.072703e+05
1543 Iran, Islamic Rep. IRN 2017 1.071059e+05
1544 Iran, Islamic Rep. IRN 2016 1.070208e+05
1545 Iran, Islamic Rep. IRN 2015 1.069198e+05
1546 Iran, Islamic Rep. IRN 2014 1.069198e+05
1547 Iran, Islamic Rep. IRN 2013 1.069198e+05
1548 Iran, Islamic Rep. IRN 2012 1.069198e+05
1549 Iran, Islamic Rep. IRN 2011 1.069198e+05
1550 Iran, Islamic Rep. IRN 2010 1.069198e+05
1551 Iraq IRQ 2020 8.250000e+03
1552 Iraq IRQ 2019 8.250000e+03
1553 Iraq IRQ 2018 8.250000e+03
1554 Iraq IRQ 2017 8.250000e+03
1555 Iraq IRQ 2016 8.250000e+03
1556 Iraq IRQ 2015 8.250000e+03
1557 Iraq IRQ 2014 8.250000e+03
1558 Iraq IRQ 2013 8.250000e+03
1559 Iraq IRQ 2012 8.250000e+03
1560 Iraq IRQ 2011 8.250000e+03
1561 Iraq IRQ 2010 8.250000e+03
1562 Ireland IRL 2020 7.820200e+03
1563 Ireland IRL 2019 7.780200e+03
1564 Ireland IRL 2018 7.740200e+03
1565 Ireland IRL 2017 7.700200e+03
1566 Ireland IRL 2016 7.623500e+03
1567 Ireland IRL 2015 7.546700e+03
1568 Ireland IRL 2014 7.478120e+03
1569 Ireland IRL 2013 7.409540e+03
1570 Ireland IRL 2012 7.340960e+03
1571 Ireland IRL 2011 7.272380e+03
1572 Ireland IRL 2010 7.203800e+03
1573 Isle of Man IMN 2020 3.460000e+01
1574 Isle of Man IMN 2019 3.460000e+01
1575 Isle of Man IMN 2018 3.460000e+01
1576 Isle of Man IMN 2017 3.460000e+01
1577 Isle of Man IMN 2016 3.460000e+01
1578 Isle of Man IMN 2015 3.460000e+01
1579 Isle of Man IMN 2014 3.460000e+01
1580 Isle of Man IMN 2013 3.460000e+01
1581 Isle of Man IMN 2012 3.460000e+01
1582 Isle of Man IMN 2011 3.460000e+01
1583 Isle of Man IMN 2010 3.460000e+01
1584 Israel ISR 2020 1.400000e+03
1585 Israel ISR 2019 1.400000e+03
1586 Israel ISR 2018 1.400000e+03
1587 Israel ISR 2017 1.400000e+03
1588 Israel ISR 2016 1.400000e+03
1589 Israel ISR 2015 1.650000e+03
1590 Israel ISR 2014 1.628000e+03
1591 Israel ISR 2013 1.606000e+03
1592 Israel ISR 2012 1.584000e+03
1593 Israel ISR 2011 1.562000e+03
1594 Israel ISR 2010 1.540000e+03
1595 Italy ITA 2020 9.566130e+04
1596 Italy ITA 2019 9.512320e+04
1597 Italy ITA 2018 9.458510e+04
1598 Italy ITA 2017 9.404700e+04
1599 Italy ITA 2016 9.350890e+04
1600 Italy ITA 2015 9.297080e+04
1601 Italy ITA 2014 9.243272e+04
1602 Italy ITA 2013 9.189464e+04
1603 Italy ITA 2012 9.135656e+04
1604 Italy ITA 2011 9.081848e+04
1605 Italy ITA 2010 9.028040e+04
1606 Jamaica JAM 2020 5.968900e+03
1607 Jamaica JAM 2019 5.930000e+03
1608 Jamaica JAM 2018 5.891200e+03
1609 Jamaica JAM 2017 5.852300e+03
1610 Jamaica JAM 2016 5.813400e+03
1611 Jamaica JAM 2015 5.774600e+03
1612 Jamaica JAM 2014 5.736580e+03
1613 Jamaica JAM 2013 5.698560e+03
1614 Jamaica JAM 2012 5.660540e+03
1615 Jamaica JAM 2011 5.622520e+03
1616 Jamaica JAM 2010 5.584500e+03
1617 Japan JPN 2020 2.493500e+05
1618 Japan JPN 2019 2.493500e+05
1619 Japan JPN 2018 2.493500e+05
1620 Japan JPN 2017 2.493500e+05
1621 Japan JPN 2016 2.494000e+05
1622 Japan JPN 2015 2.494400e+05
1623 Japan JPN 2014 2.494840e+05
1624 Japan JPN 2013 2.495280e+05
1625 Japan JPN 2012 2.495720e+05
1626 Japan JPN 2011 2.496160e+05
1627 Japan JPN 2010 2.496600e+05
1628 Jordan JOR 2020 9.750000e+02
1629 Jordan JOR 2019 9.750000e+02
1630 Jordan JOR 2018 9.750000e+02
1631 Jordan JOR 2017 9.750000e+02
1632 Jordan JOR 2016 9.750000e+02
1633 Jordan JOR 2015 9.750000e+02
1634 Jordan JOR 2014 9.750000e+02
1635 Jordan JOR 2013 9.750000e+02
1636 Jordan JOR 2012 9.750000e+02
1637 Jordan JOR 2011 9.750000e+02
1638 Jordan JOR 2010 9.750000e+02
1639 Kazakhstan KAZ 2020 3.454680e+04
1640 Kazakhstan KAZ 2019 3.425440e+04
1641 Kazakhstan KAZ 2018 3.396201e+04
1642 Kazakhstan KAZ 2017 3.366960e+04
1643 Kazakhstan KAZ 2016 3.337710e+04
1644 Kazakhstan KAZ 2015 3.308456e+04
1645 Kazakhstan KAZ 2014 3.263201e+04
1646 Kazakhstan KAZ 2013 3.217946e+04
1647 Kazakhstan KAZ 2012 3.172690e+04
1648 Kazakhstan KAZ 2011 3.127435e+04
1649 Kazakhstan KAZ 2010 3.082179e+04
1650 Kenya KEN 2020 3.611090e+04
1651 Kenya KEN 2019 3.611090e+04
1652 Kenya KEN 2018 3.611090e+04
1653 Kenya KEN 2017 3.581530e+04
1654 Kenya KEN 2016 3.551970e+04
1655 Kenya KEN 2015 3.522410e+04
1656 Kenya KEN 2014 3.541196e+04
1657 Kenya KEN 2013 3.559982e+04
1658 Kenya KEN 2012 3.578768e+04
1659 Kenya KEN 2011 3.597554e+04
1660 Kenya KEN 2010 3.616340e+04
1661 Kiribati KIR 2020 1.180000e+01
1662 Kiribati KIR 2019 1.180000e+01
1663 Kiribati KIR 2018 1.180000e+01
1664 Kiribati KIR 2017 1.180000e+01
1665 Kiribati KIR 2016 1.180000e+01
1666 Kiribati KIR 2015 1.180000e+01
1667 Kiribati KIR 2014 1.180000e+01
1668 Kiribati KIR 2013 1.180000e+01
1669 Kiribati KIR 2012 1.180000e+01
1670 Kiribati KIR 2011 1.180000e+01
1671 Kiribati KIR 2010 1.180000e+01
1672 Korea, Dem. People's Rep. PRK 2020 6.030090e+04
1673 Korea, Dem. People's Rep. PRK 2019 6.051320e+04
1674 Korea, Dem. People's Rep. PRK 2018 6.072550e+04
1675 Korea, Dem. People's Rep. PRK 2017 6.093780e+04
1676 Korea, Dem. People's Rep. PRK 2016 6.115010e+04
1677 Korea, Dem. People's Rep. PRK 2015 6.136240e+04
1678 Korea, Dem. People's Rep. PRK 2014 6.157470e+04
1679 Korea, Dem. People's Rep. PRK 2013 6.178700e+04
1680 Korea, Dem. People's Rep. PRK 2012 6.199930e+04
1681 Korea, Dem. People's Rep. PRK 2011 6.221160e+04
1682 Korea, Dem. People's Rep. PRK 2010 6.242390e+04
1683 Korea, Rep. KOR 2020 6.287000e+04
1684 Korea, Rep. KOR 2019 6.297000e+04
1685 Korea, Rep. KOR 2018 6.307000e+04
1686 Korea, Rep. KOR 2017 6.317000e+04
1687 Korea, Rep. KOR 2016 6.325000e+04
1688 Korea, Rep. KOR 2015 6.337000e+04
1689 Korea, Rep. KOR 2014 6.347000e+04
1690 Korea, Rep. KOR 2013 6.357000e+04
1691 Korea, Rep. KOR 2012 6.367000e+04
1692 Korea, Rep. KOR 2011 6.377000e+04
1693 Korea, Rep. KOR 2010 6.387000e+04
1694 Kosovo XKX 2020 NaN
1695 Kosovo XKX 2019 NaN
1696 Kosovo XKX 2018 NaN
1697 Kosovo XKX 2017 NaN
1698 Kosovo XKX 2016 NaN
1699 Kosovo XKX 2015 NaN
1700 Kosovo XKX 2014 NaN
1701 Kosovo XKX 2013 NaN
1702 Kosovo XKX 2012 NaN
1703 Kosovo XKX 2011 NaN
1704 Kosovo XKX 2010 NaN
1705 Kuwait KWT 2020 6.250000e+01
1706 Kuwait KWT 2019 6.250000e+01
1707 Kuwait KWT 2018 6.250000e+01
1708 Kuwait KWT 2017 6.250000e+01
1709 Kuwait KWT 2016 6.250000e+01
1710 Kuwait KWT 2015 6.250000e+01
1711 Kuwait KWT 2014 6.250000e+01
1712 Kuwait KWT 2013 6.250000e+01
1713 Kuwait KWT 2012 6.250000e+01
1714 Kuwait KWT 2011 6.250000e+01
1715 Kuwait KWT 2010 6.250000e+01
1716 Kyrgyz Republic KGZ 2020 1.315380e+04
1717 Kyrgyz Republic KGZ 2019 1.297140e+04
1718 Kyrgyz Republic KGZ 2018 1.278900e+04
1719 Kyrgyz Republic KGZ 2017 1.260664e+04
1720 Kyrgyz Republic KGZ 2016 1.256240e+04
1721 Kyrgyz Republic KGZ 2015 1.251810e+04
1722 Kyrgyz Republic KGZ 2014 1.247384e+04
1723 Kyrgyz Republic KGZ 2013 1.242958e+04
1724 Kyrgyz Republic KGZ 2012 1.238532e+04
1725 Kyrgyz Republic KGZ 2011 1.234106e+04
1726 Kyrgyz Republic KGZ 2010 1.229680e+04
1727 Lao PDR LAO 2020 1.659550e+05
1728 Lao PDR LAO 2019 1.663000e+05
1729 Lao PDR LAO 2018 1.666450e+05
1730 Lao PDR LAO 2017 1.669900e+05
1731 Lao PDR LAO 2016 1.673350e+05
1732 Lao PDR LAO 2015 1.676800e+05
1733 Lao PDR LAO 2014 1.680250e+05
1734 Lao PDR LAO 2013 1.683700e+05
1735 Lao PDR LAO 2012 1.687150e+05
1736 Lao PDR LAO 2011 1.690600e+05
1737 Lao PDR LAO 2010 1.694050e+05
1738 Latvia LVA 2020 3.410790e+04
1739 Latvia LVA 2019 3.406920e+04
1740 Latvia LVA 2018 3.403050e+04
1741 Latvia LVA 2017 3.399180e+04
1742 Latvia LVA 2016 3.395310e+04
1743 Latvia LVA 2015 3.391440e+04
1744 Latvia LVA 2014 3.387576e+04
1745 Latvia LVA 2013 3.383712e+04
1746 Latvia LVA 2012 3.379848e+04
1747 Latvia LVA 2011 3.375984e+04
1748 Latvia LVA 2010 3.372120e+04
1749 Lebanon LBN 2020 1.433300e+03
1750 Lebanon LBN 2019 1.427300e+03
1751 Lebanon LBN 2018 1.421300e+03
1752 Lebanon LBN 2017 1.415300e+03
1753 Lebanon LBN 2016 1.409300e+03
1754 Lebanon LBN 2015 1.403300e+03
1755 Lebanon LBN 2014 1.397340e+03
1756 Lebanon LBN 2013 1.391380e+03
1757 Lebanon LBN 2012 1.385420e+03
1758 Lebanon LBN 2011 1.379460e+03
1759 Lebanon LBN 2010 1.373500e+03
1760 Lesotho LSO 2020 3.452000e+02
1761 Lesotho LSO 2019 3.452000e+02
1762 Lesotho LSO 2018 3.452000e+02
1763 Lesotho LSO 2017 3.452000e+02
1764 Lesotho LSO 2016 3.452000e+02
1765 Lesotho LSO 2015 3.452000e+02
1766 Lesotho LSO 2014 3.452000e+02
1767 Lesotho LSO 2013 3.452000e+02
1768 Lesotho LSO 2012 3.452000e+02
1769 Lesotho LSO 2011 3.452000e+02
1770 Lesotho LSO 2010 3.452000e+02
1771 Liberia LBR 2020 7.617440e+04
1772 Liberia LBR 2019 7.647700e+04
1773 Liberia LBR 2018 7.677960e+04
1774 Liberia LBR 2017 7.708220e+04
1775 Liberia LBR 2016 7.738480e+04
1776 Liberia LBR 2015 7.768740e+04
1777 Liberia LBR 2014 7.799000e+04
1778 Liberia LBR 2013 7.829260e+04
1779 Liberia LBR 2012 7.859520e+04
1780 Liberia LBR 2011 7.889780e+04
1781 Liberia LBR 2010 7.920040e+04
1782 Libya LBY 2020 2.170000e+03
1783 Libya LBY 2019 2.170000e+03
1784 Libya LBY 2018 2.170000e+03
1785 Libya LBY 2017 2.170000e+03
1786 Libya LBY 2016 2.170000e+03
1787 Libya LBY 2015 2.170000e+03
1788 Libya LBY 2014 2.170000e+03
1789 Libya LBY 2013 2.170000e+03
1790 Libya LBY 2012 2.170000e+03
1791 Libya LBY 2011 2.170000e+03
1792 Libya LBY 2010 2.170000e+03
1793 Liechtenstein LIE 2020 6.700000e+01
1794 Liechtenstein LIE 2019 6.700000e+01
1795 Liechtenstein LIE 2018 6.700000e+01
1796 Liechtenstein LIE 2017 6.700000e+01
1797 Liechtenstein LIE 2016 6.700000e+01
1798 Liechtenstein LIE 2015 6.700000e+01
1799 Liechtenstein LIE 2014 6.699800e+01
1800 Liechtenstein LIE 2013 6.699700e+01
1801 Liechtenstein LIE 2012 6.699500e+01
1802 Liechtenstein LIE 2011 6.699400e+01
1803 Liechtenstein LIE 2010 6.699200e+01
1804 Lithuania LTU 2020 2.201000e+04
1805 Lithuania LTU 2019 2.200000e+04
1806 Lithuania LTU 2018 2.198000e+04
1807 Lithuania LTU 2017 2.196000e+04
1808 Lithuania LTU 2016 2.190000e+04
1809 Lithuania LTU 2015 2.187000e+04
1810 Lithuania LTU 2014 2.183600e+04
1811 Lithuania LTU 2013 2.180200e+04
1812 Lithuania LTU 2012 2.176800e+04
1813 Lithuania LTU 2011 2.173400e+04
1814 Lithuania LTU 2010 2.170000e+04
1815 Luxembourg LUX 2020 8.870000e+02
1816 Luxembourg LUX 2019 8.870000e+02
1817 Luxembourg LUX 2018 8.870000e+02
1818 Luxembourg LUX 2017 8.870000e+02
1819 Luxembourg LUX 2016 8.870000e+02
1820 Luxembourg LUX 2015 8.870000e+02
1821 Luxembourg LUX 2014 8.870000e+02
1822 Luxembourg LUX 2013 8.870000e+02
1823 Luxembourg LUX 2012 8.870000e+02
1824 Luxembourg LUX 2011 8.870000e+02
1825 Luxembourg LUX 2010 8.870000e+02
1826 Macao SAR, China MAC 2020 NaN
1827 Macao SAR, China MAC 2019 NaN
1828 Macao SAR, China MAC 2018 NaN
1829 Macao SAR, China MAC 2017 NaN
1830 Macao SAR, China MAC 2016 NaN
1831 Macao SAR, China MAC 2015 NaN
1832 Macao SAR, China MAC 2014 NaN
1833 Macao SAR, China MAC 2013 NaN
1834 Macao SAR, China MAC 2012 NaN
1835 Macao SAR, China MAC 2011 NaN
1836 Macao SAR, China MAC 2010 NaN
1837 Madagascar MDG 2020 1.242981e+05
1838 Madagascar MDG 2019 1.244303e+05
1839 Madagascar MDG 2018 1.245624e+05
1840 Madagascar MDG 2017 1.246946e+05
1841 Madagascar MDG 2016 1.248268e+05
1842 Madagascar MDG 2015 1.249589e+05
1843 Madagascar MDG 2014 1.250911e+05
1844 Madagascar MDG 2013 1.252233e+05
1845 Madagascar MDG 2012 1.253554e+05
1846 Madagascar MDG 2011 1.254876e+05
1847 Madagascar MDG 2010 1.256198e+05
1848 Malawi MWI 2020 2.241700e+04
1849 Malawi MWI 2019 2.283700e+04
1850 Malawi MWI 2018 2.325700e+04
1851 Malawi MWI 2017 2.367700e+04
1852 Malawi MWI 2016 2.409700e+04
1853 Malawi MWI 2015 2.451700e+04
1854 Malawi MWI 2014 2.493700e+04
1855 Malawi MWI 2013 2.535700e+04
1856 Malawi MWI 2012 2.577700e+04
1857 Malawi MWI 2011 2.619700e+04
1858 Malawi MWI 2010 2.661700e+04
1859 Malaysia MYS 2020 1.911404e+05
1860 Malaysia MYS 2019 1.916419e+05
1861 Malaysia MYS 2018 1.921434e+05
1862 Malaysia MYS 2017 1.926449e+05
1863 Malaysia MYS 2016 1.931464e+05
1864 Malaysia MYS 2015 1.946422e+05
1865 Malaysia MYS 2014 1.936091e+05
1866 Malaysia MYS 2013 1.925759e+05
1867 Malaysia MYS 2012 1.915428e+05
1868 Malaysia MYS 2011 1.905096e+05
1869 Malaysia MYS 2010 1.894765e+05
1870 Maldives MDV 2020 8.200000e+00
1871 Maldives MDV 2019 8.200000e+00
1872 Maldives MDV 2018 8.200000e+00
1873 Maldives MDV 2017 8.200000e+00
1874 Maldives MDV 2016 8.200000e+00
1875 Maldives MDV 2015 8.200000e+00
1876 Maldives MDV 2014 8.200000e+00
1877 Maldives MDV 2013 8.200000e+00
1878 Maldives MDV 2012 8.200000e+00
1879 Maldives MDV 2011 8.200000e+00
1880 Maldives MDV 2010 8.200000e+00
1881 Mali MLI 2020 1.329600e+05
1882 Mali MLI 2019 1.329600e+05
1883 Mali MLI 2018 1.329600e+05
1884 Mali MLI 2017 1.329600e+05
1885 Mali MLI 2016 1.329600e+05
1886 Mali MLI 2015 1.329600e+05
1887 Mali MLI 2014 1.329600e+05
1888 Mali MLI 2013 1.329600e+05
1889 Mali MLI 2012 1.329600e+05
1890 Mali MLI 2011 1.329600e+05
1891 Mali MLI 2010 1.329600e+05
1892 Malta MLT 2020 4.600000e+00
1893 Malta MLT 2019 4.600000e+00
1894 Malta MLT 2018 4.600000e+00
1895 Malta MLT 2017 4.200000e+00
1896 Malta MLT 2016 3.800000e+00
1897 Malta MLT 2015 3.500000e+00
1898 Malta MLT 2014 3.500000e+00
1899 Malta MLT 2013 3.500000e+00
1900 Malta MLT 2012 3.500000e+00
1901 Malta MLT 2011 3.500000e+00
1902 Malta MLT 2010 3.500000e+00
1903 Marshall Islands MHL 2020 9.400000e+01
1904 Marshall Islands MHL 2019 9.400000e+01
1905 Marshall Islands MHL 2018 9.400000e+01
1906 Marshall Islands MHL 2017 9.400000e+01
1907 Marshall Islands MHL 2016 9.400000e+01
1908 Marshall Islands MHL 2015 9.400000e+01
1909 Marshall Islands MHL 2014 9.400000e+01
1910 Marshall Islands MHL 2013 9.400000e+01
1911 Marshall Islands MHL 2012 9.400000e+01
1912 Marshall Islands MHL 2011 9.400000e+01
1913 Marshall Islands MHL 2010 9.400000e+01
1914 Mauritania MRT 2020 3.128000e+03
1915 Mauritania MRT 2019 3.183000e+03
1916 Mauritania MRT 2018 3.237000e+03
1917 Mauritania MRT 2017 3.292000e+03
1918 Mauritania MRT 2016 3.346000e+03
1919 Mauritania MRT 2015 3.400400e+03
1920 Mauritania MRT 2014 3.454800e+03
1921 Mauritania MRT 2013 3.509200e+03
1922 Mauritania MRT 2012 3.563600e+03
1923 Mauritania MRT 2011 3.618000e+03
1924 Mauritania MRT 2010 3.672400e+03
1925 Mauritius MUS 2020 3.877000e+02
1926 Mauritius MUS 2019 3.873000e+02
1927 Mauritius MUS 2018 3.869000e+02
1928 Mauritius MUS 2017 3.865000e+02
1929 Mauritius MUS 2016 3.829000e+02
1930 Mauritius MUS 2015 3.830000e+02
1931 Mauritius MUS 2014 3.831800e+02
1932 Mauritius MUS 2013 3.833600e+02
1933 Mauritius MUS 2012 3.835400e+02
1934 Mauritius MUS 2011 3.837200e+02
1935 Mauritius MUS 2010 3.839000e+02
1936 Mexico MEX 2020 6.569208e+05
1937 Mexico MEX 2019 6.581985e+05
1938 Mexico MEX 2018 6.594761e+05
1939 Mexico MEX 2017 6.607538e+05
1940 Mexico MEX 2016 6.620315e+05
1941 Mexico MEX 2015 6.633091e+05
1942 Mexico MEX 2014 6.645339e+05
1943 Mexico MEX 2013 6.657587e+05
1944 Mexico MEX 2012 6.669835e+05
1945 Mexico MEX 2011 6.682083e+05
1946 Mexico MEX 2010 6.694331e+05
1947 Micronesia, Fed. Sts. FSM 2020 6.442000e+02
1948 Micronesia, Fed. Sts. FSM 2019 6.439000e+02
1949 Micronesia, Fed. Sts. FSM 2018 6.436000e+02
1950 Micronesia, Fed. Sts. FSM 2017 6.433000e+02
1951 Micronesia, Fed. Sts. FSM 2016 6.430000e+02
1952 Micronesia, Fed. Sts. FSM 2015 6.427000e+02
1953 Micronesia, Fed. Sts. FSM 2014 6.424200e+02
1954 Micronesia, Fed. Sts. FSM 2013 6.421400e+02
1955 Micronesia, Fed. Sts. FSM 2012 6.418600e+02
1956 Micronesia, Fed. Sts. FSM 2011 6.415800e+02
1957 Micronesia, Fed. Sts. FSM 2010 6.413000e+02
1958 Moldova MDA 2020 3.865000e+03
1959 Moldova MDA 2019 3.865000e+03
1960 Moldova MDA 2018 3.865000e+03
1961 Moldova MDA 2017 3.865000e+03
1962 Moldova MDA 2016 3.865000e+03
1963 Moldova MDA 2015 3.864000e+03
1964 Moldova MDA 2014 3.840200e+03
1965 Moldova MDA 2013 3.816400e+03
1966 Moldova MDA 2012 3.792600e+03
1967 Moldova MDA 2011 3.768800e+03
1968 Moldova MDA 2010 3.745000e+03
1969 Monaco MCO 2020 0.000000e+00
1970 Monaco MCO 2019 0.000000e+00
1971 Monaco MCO 2018 0.000000e+00
1972 Monaco MCO 2017 0.000000e+00
1973 Monaco MCO 2016 0.000000e+00
1974 Monaco MCO 2015 0.000000e+00
1975 Monaco MCO 2014 0.000000e+00
1976 Monaco MCO 2013 0.000000e+00
1977 Monaco MCO 2012 0.000000e+00
1978 Monaco MCO 2011 0.000000e+00
1979 Monaco MCO 2010 0.000000e+00
1980 Mongolia MNG 2020 1.417278e+05
1981 Mongolia MNG 2019 1.417389e+05
1982 Mongolia MNG 2018 1.417500e+05
1983 Mongolia MNG 2017 1.417611e+05
1984 Mongolia MNG 2016 1.417722e+05
1985 Mongolia MNG 2015 1.417833e+05
1986 Mongolia MNG 2014 1.417944e+05
1987 Mongolia MNG 2013 1.418056e+05
1988 Mongolia MNG 2012 1.418167e+05
1989 Mongolia MNG 2011 1.418279e+05
1990 Mongolia MNG 2010 1.418390e+05
1991 Montenegro MNE 2020 8.270000e+03
1992 Montenegro MNE 2019 8.270000e+03
1993 Montenegro MNE 2018 8.270000e+03
1994 Montenegro MNE 2017 8.270000e+03
1995 Montenegro MNE 2016 8.270000e+03
1996 Montenegro MNE 2015 8.270000e+03
1997 Montenegro MNE 2014 8.270000e+03
1998 Montenegro MNE 2013 8.270000e+03
1999 Montenegro MNE 2012 8.270000e+03
2000 Montenegro MNE 2011 8.270000e+03
2001 Montenegro MNE 2010 8.270000e+03
2002 Morocco MAR 2020 5.742490e+04
2003 Morocco MAR 2019 5.732090e+04
2004 Morocco MAR 2018 5.721590e+04
2005 Morocco MAR 2017 5.711590e+04
2006 Morocco MAR 2016 5.699790e+04
2007 Morocco MAR 2015 5.684690e+04
2008 Morocco MAR 2014 5.682666e+04
2009 Morocco MAR 2013 5.680642e+04
2010 Morocco MAR 2012 5.678618e+04
2011 Morocco MAR 2011 5.676594e+04
2012 Morocco MAR 2010 5.674570e+04
2013 Mozambique MOZ 2020 3.674376e+05
2014 Mozambique MOZ 2019 3.696611e+05
2015 Mozambique MOZ 2018 3.722417e+05
2016 Mozambique MOZ 2017 3.740660e+05
2017 Mozambique MOZ 2016 3.762829e+05
2018 Mozambique MOZ 2015 3.794000e+05
2019 Mozambique MOZ 2014 3.814643e+05
2020 Mozambique MOZ 2013 3.835286e+05
2021 Mozambique MOZ 2012 3.855928e+05
2022 Mozambique MOZ 2011 3.876571e+05
2023 Mozambique MOZ 2010 3.897214e+05
2024 Myanmar MMR 2020 2.854389e+05
2025 Myanmar MMR 2019 2.883360e+05
2026 Myanmar MMR 2018 2.912331e+05
2027 Myanmar MMR 2017 2.941302e+05
2028 Myanmar MMR 2016 2.970273e+05
2029 Myanmar MMR 2015 2.999244e+05
2030 Myanmar MMR 2014 3.028215e+05
2031 Myanmar MMR 2013 3.057186e+05
2032 Myanmar MMR 2012 3.086158e+05
2033 Myanmar MMR 2011 3.115129e+05
2034 Myanmar MMR 2010 3.144100e+05
2035 Namibia NAM 2020 6.638900e+04
2036 Namibia NAM 2019 6.709910e+04
2037 Namibia NAM 2018 6.780920e+04
2038 Namibia NAM 2017 6.851930e+04
2039 Namibia NAM 2016 6.922940e+04
2040 Namibia NAM 2015 6.993950e+04
2041 Namibia NAM 2014 7.064958e+04
2042 Namibia NAM 2013 7.135966e+04
2043 Namibia NAM 2012 7.206974e+04
2044 Namibia NAM 2011 7.277982e+04
2045 Namibia NAM 2010 7.348990e+04
2046 Nauru NRU 2020 0.000000e+00
2047 Nauru NRU 2019 0.000000e+00
2048 Nauru NRU 2018 0.000000e+00
2049 Nauru NRU 2017 0.000000e+00
2050 Nauru NRU 2016 0.000000e+00
2051 Nauru NRU 2015 0.000000e+00
2052 Nauru NRU 2014 0.000000e+00
2053 Nauru NRU 2013 0.000000e+00
2054 Nauru NRU 2012 0.000000e+00
2055 Nauru NRU 2011 0.000000e+00
2056 Nauru NRU 2010 0.000000e+00
2057 Nepal NPL 2020 5.962030e+04
2058 Nepal NPL 2019 5.962030e+04
2059 Nepal NPL 2018 5.962030e+04
2060 Nepal NPL 2017 5.962030e+04
2061 Nepal NPL 2016 5.962030e+04
2062 Nepal NPL 2015 5.962030e+04
2063 Nepal NPL 2014 5.962030e+04
2064 Nepal NPL 2013 5.962030e+04
2065 Nepal NPL 2012 5.962030e+04
2066 Nepal NPL 2011 5.962030e+04
2067 Nepal NPL 2010 5.962030e+04
2068 Netherlands NLD 2020 3.695000e+03
2069 Netherlands NLD 2019 3.685700e+03
2070 Netherlands NLD 2018 3.676300e+03
2071 Netherlands NLD 2017 3.667000e+03
2072 Netherlands NLD 2016 3.657600e+03
2073 Netherlands NLD 2015 3.648300e+03
2074 Netherlands NLD 2014 3.665600e+03
2075 Netherlands NLD 2013 3.682900e+03
2076 Netherlands NLD 2012 3.700200e+03
2077 Netherlands NLD 2011 3.717500e+03
2078 Netherlands NLD 2010 3.734800e+03
2079 New Caledonia NCL 2020 8.380200e+03
2080 New Caledonia NCL 2019 8.381200e+03
2081 New Caledonia NCL 2018 8.382200e+03
2082 New Caledonia NCL 2017 8.383200e+03
2083 New Caledonia NCL 2016 8.384200e+03
2084 New Caledonia NCL 2015 8.385200e+03
2085 New Caledonia NCL 2014 8.386200e+03
2086 New Caledonia NCL 2013 8.387200e+03
2087 New Caledonia NCL 2012 8.388200e+03
2088 New Caledonia NCL 2011 8.389200e+03
2089 New Caledonia NCL 2010 8.390200e+03
2090 New Zealand NZL 2020 9.892590e+04
2091 New Zealand NZL 2019 9.865520e+04
2092 New Zealand NZL 2018 9.855150e+04
2093 New Zealand NZL 2017 9.850850e+04
2094 New Zealand NZL 2016 9.846750e+04
2095 New Zealand NZL 2015 9.846610e+04
2096 New Zealand NZL 2014 9.846912e+04
2097 New Zealand NZL 2013 9.847214e+04
2098 New Zealand NZL 2012 9.847516e+04
2099 New Zealand NZL 2011 9.847818e+04
2100 New Zealand NZL 2010 9.848120e+04
2101 Nicaragua NIC 2020 3.407530e+04
2102 Nicaragua NIC 2019 3.507530e+04
2103 Nicaragua NIC 2018 3.607530e+04
2104 Nicaragua NIC 2017 3.707530e+04
2105 Nicaragua NIC 2016 3.807530e+04
2106 Nicaragua NIC 2015 3.907530e+04
2107 Nicaragua NIC 2014 3.963654e+04
2108 Nicaragua NIC 2013 4.019778e+04
2109 Nicaragua NIC 2012 4.075902e+04
2110 Nicaragua NIC 2011 4.132026e+04
2111 Nicaragua NIC 2010 4.188150e+04
2112 Niger NER 2020 1.079700e+04
2113 Niger NER 2019 1.092120e+04
2114 Niger NER 2018 1.104540e+04
2115 Niger NER 2017 1.116960e+04
2116 Niger NER 2016 1.129380e+04
2117 Niger NER 2015 1.141800e+04
2118 Niger NER 2014 1.154220e+04
2119 Niger NER 2013 1.166640e+04
2120 Niger NER 2012 1.179060e+04
2121 Niger NER 2011 1.191480e+04
2122 Niger NER 2010 1.203900e+04
2123 Nigeria NGA 2020 2.162695e+05
2124 Nigeria NGA 2019 2.179025e+05
2125 Nigeria NGA 2018 2.195355e+05
2126 Nigeria NGA 2017 2.211685e+05
2127 Nigeria NGA 2016 2.228015e+05
2128 Nigeria NGA 2015 2.244345e+05
2129 Nigeria NGA 2014 2.260676e+05
2130 Nigeria NGA 2013 2.277006e+05
2131 Nigeria NGA 2012 2.293337e+05
2132 Nigeria NGA 2011 2.309667e+05
2133 Nigeria NGA 2010 2.325998e+05
2134 North Macedonia MKD 2020 1.001490e+04
2135 North Macedonia MKD 2019 1.001490e+04
2136 North Macedonia MKD 2018 1.001490e+04
2137 North Macedonia MKD 2017 1.001490e+04
2138 North Macedonia MKD 2016 1.001670e+04
2139 North Macedonia MKD 2015 9.944000e+03
2140 North Macedonia MKD 2014 9.876060e+03
2141 North Macedonia MKD 2013 9.808120e+03
2142 North Macedonia MKD 2012 9.740180e+03
2143 North Macedonia MKD 2011 9.672240e+03
2144 North Macedonia MKD 2010 9.604300e+03
2145 Northern Mariana Islands MNP 2020 2.436000e+02
2146 Northern Mariana Islands MNP 2019 2.436000e+02
2147 Northern Mariana Islands MNP 2018 2.436000e+02
2148 Northern Mariana Islands MNP 2017 2.436000e+02
2149 Northern Mariana Islands MNP 2016 2.436000e+02
2150 Northern Mariana Islands MNP 2015 2.949000e+02
2151 Northern Mariana Islands MNP 2014 2.965600e+02
2152 Northern Mariana Islands MNP 2013 2.982200e+02
2153 Northern Mariana Islands MNP 2012 2.998800e+02
2154 Northern Mariana Islands MNP 2011 3.015400e+02
2155 Northern Mariana Islands MNP 2010 3.032000e+02
2156 Norway NOR 2020 1.218000e+05
2157 Norway NOR 2019 1.217220e+05
2158 Norway NOR 2018 1.216440e+05
2159 Norway NOR 2017 1.215660e+05
2160 Norway NOR 2016 1.214880e+05
2161 Norway NOR 2015 1.214100e+05
2162 Norway NOR 2014 1.213320e+05
2163 Norway NOR 2013 1.212540e+05
2164 Norway NOR 2012 1.211760e+05
2165 Norway NOR 2011 1.210980e+05
2166 Norway NOR 2010 1.210200e+05
2167 Oman OMN 2020 2.500000e+01
2168 Oman OMN 2019 2.500000e+01
2169 Oman OMN 2018 2.600000e+01
2170 Oman OMN 2017 2.700000e+01
2171 Oman OMN 2016 2.800000e+01
2172 Oman OMN 2015 3.000000e+01
2173 Oman OMN 2014 3.000000e+01
2174 Oman OMN 2013 3.000000e+01
2175 Oman OMN 2012 3.000000e+01
2176 Oman OMN 2011 3.000000e+01
2177 Oman OMN 2010 3.000000e+01
2178 Pakistan PAK 2020 3.725900e+04
2179 Pakistan PAK 2019 3.767240e+04
2180 Pakistan PAK 2018 3.808580e+04
2181 Pakistan PAK 2017 3.849920e+04
2182 Pakistan PAK 2016 3.868240e+04
2183 Pakistan PAK 2015 3.932600e+04
2184 Pakistan PAK 2014 3.964826e+04
2185 Pakistan PAK 2013 3.997052e+04
2186 Pakistan PAK 2012 4.029278e+04
2187 Pakistan PAK 2011 4.061504e+04
2188 Pakistan PAK 2010 4.093730e+04
2189 Palau PLW 2020 4.141000e+02
2190 Palau PLW 2019 4.133000e+02
2191 Palau PLW 2018 4.125000e+02
2192 Palau PLW 2017 4.116000e+02
2193 Palau PLW 2016 4.108000e+02
2194 Palau PLW 2015 4.099000e+02
2195 Palau PLW 2014 4.090400e+02
2196 Palau PLW 2013 4.081800e+02
2197 Palau PLW 2012 4.073200e+02
2198 Palau PLW 2011 4.064600e+02
2199 Palau PLW 2010 4.056000e+02
2200 Panama PAN 2020 4.213840e+04
2201 Panama PAN 2019 4.225250e+04
2202 Panama PAN 2018 4.236670e+04
2203 Panama PAN 2017 4.248080e+04
2204 Panama PAN 2016 4.259500e+04
2205 Panama PAN 2015 4.270910e+04
2206 Panama PAN 2014 4.282326e+04
2207 Panama PAN 2013 4.293742e+04
2208 Panama PAN 2012 4.305158e+04
2209 Panama PAN 2011 4.316574e+04
2210 Panama PAN 2010 4.327990e+04
2211 Papua New Guinea PNG 2020 3.585576e+05
2212 Papua New Guinea PNG 2019 3.588929e+05
2213 Papua New Guinea PNG 2018 3.592282e+05
2214 Papua New Guinea PNG 2017 3.595635e+05
2215 Papua New Guinea PNG 2016 3.598988e+05
2216 Papua New Guinea PNG 2015 3.602442e+05
2217 Papua New Guinea PNG 2014 3.605531e+05
2218 Papua New Guinea PNG 2013 3.608621e+05
2219 Papua New Guinea PNG 2012 3.611710e+05
2220 Papua New Guinea PNG 2011 3.614799e+05
2221 Papua New Guinea PNG 2010 3.617889e+05
2222 Paraguay PRY 2020 1.610226e+05
2223 Paraguay PRY 2019 1.638160e+05
2224 Paraguay PRY 2018 1.666093e+05
2225 Paraguay PRY 2017 1.694027e+05
2226 Paraguay PRY 2016 1.733313e+05
2227 Paraguay PRY 2015 1.749894e+05
2228 Paraguay PRY 2014 1.791319e+05
2229 Paraguay PRY 2013 1.832745e+05
2230 Paraguay PRY 2012 1.874170e+05
2231 Paraguay PRY 2011 1.915596e+05
2232 Paraguay PRY 2010 1.957021e+05
2233 Peru PER 2020 7.233037e+05
2234 Peru PER 2019 7.250320e+05
2235 Peru PER 2018 7.267604e+05
2236 Peru PER 2017 7.283478e+05
2237 Peru PER 2016 7.301028e+05
2238 Peru PER 2015 7.319453e+05
2239 Peru PER 2014 7.336558e+05
2240 Peru PER 2013 7.353664e+05
2241 Peru PER 2012 7.370769e+05
2242 Peru PER 2011 7.387875e+05
2243 Peru PER 2010 7.404980e+05
2244 Philippines PHL 2020 7.188590e+04
2245 Philippines PHL 2019 7.153700e+04
2246 Philippines PHL 2018 7.118810e+04
2247 Philippines PHL 2017 7.083930e+04
2248 Philippines PHL 2016 7.049040e+04
2249 Philippines PHL 2015 7.014150e+04
2250 Philippines PHL 2014 6.979264e+04
2251 Philippines PHL 2013 6.944378e+04
2252 Philippines PHL 2012 6.909492e+04
2253 Philippines PHL 2011 6.874606e+04
2254 Philippines PHL 2010 6.839720e+04
2255 Poland POL 2020 9.483000e+04
2256 Poland POL 2019 9.471000e+04
2257 Poland POL 2018 9.459000e+04
2258 Poland POL 2017 9.447000e+04
2259 Poland POL 2016 9.435000e+04
2260 Poland POL 2015 9.420000e+04
2261 Poland POL 2014 9.401800e+04
2262 Poland POL 2013 9.383600e+04
2263 Poland POL 2012 9.365400e+04
2264 Poland POL 2011 9.347200e+04
2265 Poland POL 2010 9.329000e+04
2266 Portugal PRT 2020 3.312000e+04
2267 Portugal PRT 2019 3.312000e+04
2268 Portugal PRT 2018 3.312000e+04
2269 Portugal PRT 2017 3.312000e+04
2270 Portugal PRT 2016 3.312000e+04
2271 Portugal PRT 2015 3.312000e+04
2272 Portugal PRT 2014 3.300000e+04
2273 Portugal PRT 2013 3.288000e+04
2274 Portugal PRT 2012 3.276000e+04
2275 Portugal PRT 2011 3.264000e+04
2276 Portugal PRT 2010 3.252000e+04
2277 Puerto Rico PRI 2020 4.963300e+03
2278 Puerto Rico PRI 2019 4.958400e+03
2279 Puerto Rico PRI 2018 4.953500e+03
2280 Puerto Rico PRI 2017 4.948600e+03
2281 Puerto Rico PRI 2016 4.943700e+03
2282 Puerto Rico PRI 2015 4.938800e+03
2283 Puerto Rico PRI 2014 4.933940e+03
2284 Puerto Rico PRI 2013 4.929080e+03
2285 Puerto Rico PRI 2012 4.924220e+03
2286 Puerto Rico PRI 2011 4.919360e+03
2287 Puerto Rico PRI 2010 4.914500e+03
2288 Qatar QAT 2020 0.000000e+00
2289 Qatar QAT 2019 0.000000e+00
2290 Qatar QAT 2018 0.000000e+00
2291 Qatar QAT 2017 0.000000e+00
2292 Qatar QAT 2016 0.000000e+00
2293 Qatar QAT 2015 0.000000e+00
2294 Qatar QAT 2014 0.000000e+00
2295 Qatar QAT 2013 0.000000e+00
2296 Qatar QAT 2012 0.000000e+00
2297 Qatar QAT 2011 0.000000e+00
2298 Qatar QAT 2010 0.000000e+00
2299 Romania ROU 2020 6.929050e+04
2300 Romania ROU 2019 6.929050e+04
2301 Romania ROU 2018 6.929050e+04
2302 Romania ROU 2017 6.929050e+04
2303 Romania ROU 2016 6.929050e+04
2304 Romania ROU 2015 6.900960e+04
2305 Romania ROU 2014 6.823768e+04
2306 Romania ROU 2013 6.746576e+04
2307 Romania ROU 2012 6.669384e+04
2308 Romania ROU 2011 6.592192e+04
2309 Romania ROU 2010 6.515000e+04
2310 Russian Federation RUS 2020 8.153116e+06
2311 Russian Federation RUS 2019 8.153116e+06
2312 Russian Federation RUS 2018 8.153116e+06
2313 Russian Federation RUS 2017 8.153116e+06
2314 Russian Federation RUS 2016 8.151210e+06
2315 Russian Federation RUS 2015 8.149305e+06
2316 Russian Federation RUS 2014 8.149715e+06
2317 Russian Federation RUS 2013 8.150125e+06
2318 Russian Federation RUS 2012 8.150535e+06
2319 Russian Federation RUS 2011 8.150946e+06
2320 Russian Federation RUS 2010 8.151356e+06
2321 Rwanda RWA 2020 2.760000e+03
2322 Rwanda RWA 2019 2.750000e+03
2323 Rwanda RWA 2018 2.740000e+03
2324 Rwanda RWA 2017 2.730000e+03
2325 Rwanda RWA 2016 2.720000e+03
2326 Rwanda RWA 2015 2.700000e+03
2327 Rwanda RWA 2014 2.690000e+03
2328 Rwanda RWA 2013 2.680000e+03
2329 Rwanda RWA 2012 2.670000e+03
2330 Rwanda RWA 2011 2.660000e+03
2331 Rwanda RWA 2010 2.650000e+03
2332 Samoa WSM 2020 1.616700e+03
2333 Samoa WSM 2019 1.621500e+03
2334 Samoa WSM 2018 1.626300e+03
2335 Samoa WSM 2017 1.631100e+03
2336 Samoa WSM 2016 1.635900e+03
2337 Samoa WSM 2015 1.640700e+03
2338 Samoa WSM 2014 1.645540e+03
2339 Samoa WSM 2013 1.650380e+03
2340 Samoa WSM 2012 1.655220e+03
2341 Samoa WSM 2011 1.660060e+03
2342 Samoa WSM 2010 1.664900e+03
2343 San Marino SMR 2020 1.000000e+01
2344 San Marino SMR 2019 1.000000e+01
2345 San Marino SMR 2018 1.000000e+01
2346 San Marino SMR 2017 1.000000e+01
2347 San Marino SMR 2016 1.000000e+01
2348 San Marino SMR 2015 1.000000e+01
2349 San Marino SMR 2014 1.000000e+01
2350 San Marino SMR 2013 1.000000e+01
2351 San Marino SMR 2012 1.000000e+01
2352 San Marino SMR 2011 1.000000e+01
2353 San Marino SMR 2010 1.000000e+01
2354 Sao Tome and Principe STP 2020 5.190000e+02
2355 Sao Tome and Principe STP 2019 5.252000e+02
2356 Sao Tome and Principe STP 2018 5.314000e+02
2357 Sao Tome and Principe STP 2017 5.376000e+02
2358 Sao Tome and Principe STP 2016 5.438000e+02
2359 Sao Tome and Principe STP 2015 5.500000e+02
2360 Sao Tome and Principe STP 2014 5.562000e+02
2361 Sao Tome and Principe STP 2013 5.624000e+02
2362 Sao Tome and Principe STP 2012 5.686000e+02
2363 Sao Tome and Principe STP 2011 5.748000e+02
2364 Sao Tome and Principe STP 2010 5.810000e+02
2365 Saudi Arabia SAU 2020 9.770000e+03
2366 Saudi Arabia SAU 2019 9.770000e+03
2367 Saudi Arabia SAU 2018 9.770000e+03
2368 Saudi Arabia SAU 2017 9.770000e+03
2369 Saudi Arabia SAU 2016 9.770000e+03
2370 Saudi Arabia SAU 2015 9.770000e+03
2371 Saudi Arabia SAU 2014 9.770000e+03
2372 Saudi Arabia SAU 2013 9.770000e+03
2373 Saudi Arabia SAU 2012 9.770000e+03
2374 Saudi Arabia SAU 2011 9.770000e+03
2375 Saudi Arabia SAU 2010 9.770000e+03
2376 Senegal SEN 2020 8.068160e+04
2377 Senegal SEN 2019 8.108160e+04
2378 Senegal SEN 2018 8.148160e+04
2379 Senegal SEN 2017 8.188160e+04
2380 Senegal SEN 2016 8.228160e+04
2381 Senegal SEN 2015 8.268160e+04
2382 Senegal SEN 2014 8.308160e+04
2383 Senegal SEN 2013 8.348160e+04
2384 Senegal SEN 2012 8.388160e+04
2385 Senegal SEN 2011 8.428160e+04
2386 Senegal SEN 2010 8.468160e+04
2387 Serbia SRB 2020 2.722650e+04
2388 Serbia SRB 2019 2.722220e+04
2389 Serbia SRB 2018 2.722000e+04
2390 Serbia SRB 2017 2.721860e+04
2391 Serbia SRB 2016 2.720180e+04
2392 Serbia SRB 2015 2.719530e+04
2393 Serbia SRB 2014 2.718224e+04
2394 Serbia SRB 2013 2.716918e+04
2395 Serbia SRB 2012 2.715612e+04
2396 Serbia SRB 2011 2.714306e+04
2397 Serbia SRB 2010 2.713000e+04
2398 Seychelles SYC 2020 3.370000e+02
2399 Seychelles SYC 2019 3.370000e+02
2400 Seychelles SYC 2018 3.370000e+02
2401 Seychelles SYC 2017 3.370000e+02
2402 Seychelles SYC 2016 3.370000e+02
2403 Seychelles SYC 2015 3.370000e+02
2404 Seychelles SYC 2014 3.370000e+02
2405 Seychelles SYC 2013 3.370000e+02
2406 Seychelles SYC 2012 3.370000e+02
2407 Seychelles SYC 2011 3.370000e+02
2408 Seychelles SYC 2010 3.370000e+02
2409 Sierra Leone SLE 2020 2.534880e+04
2410 Sierra Leone SLE 2019 2.554610e+04
2411 Sierra Leone SLE 2018 2.574340e+04
2412 Sierra Leone SLE 2017 2.594070e+04
2413 Sierra Leone SLE 2016 2.613800e+04
2414 Sierra Leone SLE 2015 2.633530e+04
2415 Sierra Leone SLE 2014 2.653256e+04
2416 Sierra Leone SLE 2013 2.672982e+04
2417 Sierra Leone SLE 2012 2.692708e+04
2418 Sierra Leone SLE 2011 2.712434e+04
2419 Sierra Leone SLE 2010 2.732160e+04
2420 Singapore SGP 2020 1.557000e+02
2421 Singapore SGP 2019 1.575000e+02
2422 Singapore SGP 2018 1.593000e+02
2423 Singapore SGP 2017 1.611000e+02
2424 Singapore SGP 2016 1.628550e+02
2425 Singapore SGP 2015 1.647140e+02
2426 Singapore SGP 2014 1.672520e+02
2427 Singapore SGP 2013 1.697900e+02
2428 Singapore SGP 2012 1.723280e+02
2429 Singapore SGP 2011 1.748660e+02
2430 Singapore SGP 2010 1.774040e+02
2431 Sint Maarten (Dutch part) SXM 2020 3.700000e+00
2432 Sint Maarten (Dutch part) SXM 2019 3.700000e+00
2433 Sint Maarten (Dutch part) SXM 2018 3.700000e+00
2434 Sint Maarten (Dutch part) SXM 2017 3.700000e+00
2435 Sint Maarten (Dutch part) SXM 2016 3.700000e+00
2436 Sint Maarten (Dutch part) SXM 2015 3.700000e+00
2437 Sint Maarten (Dutch part) SXM 2014 3.700000e+00
2438 Sint Maarten (Dutch part) SXM 2013 3.700000e+00
2439 Sint Maarten (Dutch part) SXM 2012 3.700000e+00
2440 Sint Maarten (Dutch part) SXM 2011 3.700000e+00
2441 Sint Maarten (Dutch part) SXM 2010 NaN
2442 Slovak Republic SVK 2020 1.925900e+04
2443 Slovak Republic SVK 2019 1.925900e+04
2444 Slovak Republic SVK 2018 1.925900e+04
2445 Slovak Republic SVK 2017 1.925900e+04
2446 Slovak Republic SVK 2016 1.923370e+04
2447 Slovak Republic SVK 2015 1.921750e+04
2448 Slovak Republic SVK 2014 1.920982e+04
2449 Slovak Republic SVK 2013 1.920214e+04
2450 Slovak Republic SVK 2012 1.919446e+04
2451 Slovak Republic SVK 2011 1.918678e+04
2452 Slovak Republic SVK 2010 1.917910e+04
2453 Slovenia SVN 2020 1.237830e+04
2454 Slovenia SVN 2019 1.239860e+04
2455 Slovenia SVN 2018 1.241900e+04
2456 Slovenia SVN 2017 1.243930e+04
2457 Slovenia SVN 2016 1.245970e+04
2458 Slovenia SVN 2015 1.248000e+04
2459 Slovenia SVN 2014 1.247800e+04
2460 Slovenia SVN 2013 1.247600e+04
2461 Slovenia SVN 2012 1.247400e+04
2462 Slovenia SVN 2011 1.247200e+04
2463 Slovenia SVN 2010 1.247000e+04
2464 Solomon Islands SLB 2020 2.522970e+04
2465 Solomon Islands SLB 2019 2.523700e+04
2466 Solomon Islands SLB 2018 2.524430e+04
2467 Solomon Islands SLB 2017 2.525160e+04
2468 Solomon Islands SLB 2016 2.525890e+04
2469 Solomon Islands SLB 2015 2.526620e+04
2470 Solomon Islands SLB 2014 2.527352e+04
2471 Solomon Islands SLB 2013 2.528084e+04
2472 Solomon Islands SLB 2012 2.528816e+04
2473 Solomon Islands SLB 2011 2.529548e+04
2474 Solomon Islands SLB 2010 2.530280e+04
2475 Somalia SOM 2020 5.980000e+04
2476 Somalia SOM 2019 6.056750e+04
2477 Somalia SOM 2018 6.133500e+04
2478 Somalia SOM 2017 6.210250e+04
2479 Somalia SOM 2016 6.287000e+04
2480 Somalia SOM 2015 6.363750e+04
2481 Somalia SOM 2014 6.440500e+04
2482 Somalia SOM 2013 6.517250e+04
2483 Somalia SOM 2012 6.594000e+04
2484 Somalia SOM 2011 6.670750e+04
2485 Somalia SOM 2010 6.747500e+04
2486 South Africa ZAF 2020 1.705009e+05
2487 South Africa ZAF 2019 1.708649e+05
2488 South Africa ZAF 2018 1.712289e+05
2489 South Africa ZAF 2017 1.715929e+05
2490 South Africa ZAF 2016 1.719569e+05
2491 South Africa ZAF 2015 1.723209e+05
2492 South Africa ZAF 2014 1.726849e+05
2493 South Africa ZAF 2013 1.730489e+05
2494 South Africa ZAF 2012 1.734129e+05
2495 South Africa ZAF 2011 1.737769e+05
2496 South Africa ZAF 2010 1.741409e+05
2497 South Sudan SSD 2020 7.157000e+04
2498 South Sudan SSD 2019 7.157000e+04
2499 South Sudan SSD 2018 7.157000e+04
2500 South Sudan SSD 2017 7.157000e+04
2501 South Sudan SSD 2016 7.157000e+04
2502 South Sudan SSD 2015 7.157000e+04
2503 South Sudan SSD 2014 7.157000e+04
2504 South Sudan SSD 2013 7.157000e+04
2505 South Sudan SSD 2012 7.157000e+04
2506 South Sudan SSD 2011 NaN
2507 South Sudan SSD 2010 NaN
2508 Spain ESP 2020 1.857217e+05
2509 Spain ESP 2019 1.856788e+05
2510 Spain ESP 2018 1.856359e+05
2511 Spain ESP 2017 1.855930e+05
2512 Spain ESP 2016 1.855524e+05
2513 Spain ESP 2015 1.855118e+05
2514 Spain ESP 2014 1.855001e+05
2515 Spain ESP 2013 1.854884e+05
2516 Spain ESP 2012 1.854768e+05
2517 Spain ESP 2011 1.854651e+05
2518 Spain ESP 2010 1.854534e+05
2519 Sri Lanka LKA 2020 2.113020e+04
2520 Sri Lanka LKA 2019 2.116180e+04
2521 Sri Lanka LKA 2018 2.119340e+04
2522 Sri Lanka LKA 2017 2.122500e+04
2523 Sri Lanka LKA 2016 2.125660e+04
2524 Sri Lanka LKA 2015 2.128820e+04
2525 Sri Lanka LKA 2014 2.123780e+04
2526 Sri Lanka LKA 2013 2.118740e+04
2527 Sri Lanka LKA 2012 2.113700e+04
2528 Sri Lanka LKA 2011 2.108660e+04
2529 Sri Lanka LKA 2010 2.103620e+04
2530 St. Kitts and Nevis KNA 2020 1.100000e+02
2531 St. Kitts and Nevis KNA 2019 1.100000e+02
2532 St. Kitts and Nevis KNA 2018 1.100000e+02
2533 St. Kitts and Nevis KNA 2017 1.100000e+02
2534 St. Kitts and Nevis KNA 2016 1.100000e+02
2535 St. Kitts and Nevis KNA 2015 1.100000e+02
2536 St. Kitts and Nevis KNA 2014 1.100000e+02
2537 St. Kitts and Nevis KNA 2013 1.100000e+02
2538 St. Kitts and Nevis KNA 2012 1.100000e+02
2539 St. Kitts and Nevis KNA 2011 1.100000e+02
2540 St. Kitts and Nevis KNA 2010 1.100000e+02
2541 St. Lucia LCA 2020 2.077000e+02
2542 St. Lucia LCA 2019 2.077000e+02
2543 St. Lucia LCA 2018 2.077000e+02
2544 St. Lucia LCA 2017 2.077000e+02
2545 St. Lucia LCA 2016 2.077000e+02
2546 St. Lucia LCA 2015 2.077000e+02
2547 St. Lucia LCA 2014 2.077000e+02
2548 St. Lucia LCA 2013 2.077000e+02
2549 St. Lucia LCA 2012 2.077000e+02
2550 St. Lucia LCA 2011 2.077000e+02
2551 St. Lucia LCA 2010 2.077000e+02
2552 St. Martin (French part) MAF 2020 1.240000e+01
2553 St. Martin (French part) MAF 2019 1.240000e+01
2554 St. Martin (French part) MAF 2018 1.240000e+01
2555 St. Martin (French part) MAF 2017 1.240000e+01
2556 St. Martin (French part) MAF 2016 1.240000e+01
2557 St. Martin (French part) MAF 2015 1.240000e+01
2558 St. Martin (French part) MAF 2014 1.240000e+01
2559 St. Martin (French part) MAF 2013 1.240000e+01
2560 St. Martin (French part) MAF 2012 1.240000e+01
2561 St. Martin (French part) MAF 2011 1.240000e+01
2562 St. Martin (French part) MAF 2010 NaN
2563 St. Vincent and the Grenadines VCT 2020 2.854000e+02
2564 St. Vincent and the Grenadines VCT 2019 2.854000e+02
2565 St. Vincent and the Grenadines VCT 2018 2.854000e+02
2566 St. Vincent and the Grenadines VCT 2017 2.854000e+02
2567 St. Vincent and the Grenadines VCT 2016 2.854000e+02
2568 St. Vincent and the Grenadines VCT 2015 2.854000e+02
2569 St. Vincent and the Grenadines VCT 2014 2.854000e+02
2570 St. Vincent and the Grenadines VCT 2013 2.854000e+02
2571 St. Vincent and the Grenadines VCT 2012 2.854000e+02
2572 St. Vincent and the Grenadines VCT 2011 2.854000e+02
2573 St. Vincent and the Grenadines VCT 2010 2.854000e+02
2574 Sudan SDN 2020 1.835955e+05
2575 Sudan SDN 2019 1.853171e+05
2576 Sudan SDN 2018 1.870387e+05
2577 Sudan SDN 2017 1.887603e+05
2578 Sudan SDN 2016 1.904819e+05
2579 Sudan SDN 2015 1.920993e+05
2580 Sudan SDN 2014 1.938418e+05
2581 Sudan SDN 2013 1.955843e+05
2582 Sudan SDN 2012 1.973267e+05
2583 Sudan SDN 2011 2.706392e+05
2584 Sudan SDN 2010 2.723817e+05
2585 Suriname SUR 2020 1.519629e+05
2586 Suriname SUR 2019 1.520853e+05
2587 Suriname SUR 2018 1.522078e+05
2588 Suriname SUR 2017 1.523302e+05
2589 Suriname SUR 2016 1.524032e+05
2590 Suriname SUR 2015 1.525167e+05
2591 Suriname SUR 2014 1.526131e+05
2592 Suriname SUR 2013 1.527095e+05
2593 Suriname SUR 2012 1.528058e+05
2594 Suriname SUR 2011 1.529022e+05
2595 Suriname SUR 2010 1.529986e+05
2596 Sweden SWE 2020 2.798000e+05
2597 Sweden SWE 2019 2.798000e+05
2598 Sweden SWE 2018 2.798000e+05
2599 Sweden SWE 2017 2.798000e+05
2600 Sweden SWE 2016 2.798000e+05
2601 Sweden SWE 2015 2.798000e+05
2602 Sweden SWE 2014 2.799860e+05
2603 Sweden SWE 2013 2.801720e+05
2604 Sweden SWE 2012 2.803580e+05
2605 Sweden SWE 2011 2.805440e+05
2606 Sweden SWE 2010 2.807300e+05
2607 Switzerland CHE 2020 1.269110e+04
2608 Switzerland CHE 2019 1.265670e+04
2609 Switzerland CHE 2018 1.262230e+04
2610 Switzerland CHE 2017 1.258790e+04
2611 Switzerland CHE 2016 1.255350e+04
2612 Switzerland CHE 2015 1.251910e+04
2613 Switzerland CHE 2014 1.248472e+04
2614 Switzerland CHE 2013 1.245034e+04
2615 Switzerland CHE 2012 1.241596e+04
2616 Switzerland CHE 2011 1.238158e+04
2617 Switzerland CHE 2010 1.234720e+04
2618 Syrian Arab Republic SYR 2020 5.220800e+03
2619 Syrian Arab Republic SYR 2019 5.220800e+03
2620 Syrian Arab Republic SYR 2018 5.220800e+03
2621 Syrian Arab Republic SYR 2017 5.220800e+03
2622 Syrian Arab Republic SYR 2016 5.220800e+03
2623 Syrian Arab Republic SYR 2015 5.220800e+03
2624 Syrian Arab Republic SYR 2014 5.160800e+03
2625 Syrian Arab Republic SYR 2013 5.100800e+03
2626 Syrian Arab Republic SYR 2012 5.040800e+03
2627 Syrian Arab Republic SYR 2011 4.980800e+03
2628 Syrian Arab Republic SYR 2010 4.920800e+03
2629 Tajikistan TJK 2020 4.238000e+03
2630 Tajikistan TJK 2019 4.228000e+03
2631 Tajikistan TJK 2018 4.218000e+03
2632 Tajikistan TJK 2017 4.218000e+03
2633 Tajikistan TJK 2016 4.218000e+03
2634 Tajikistan TJK 2015 4.218000e+03
2635 Tajikistan TJK 2014 4.194400e+03
2636 Tajikistan TJK 2013 4.170800e+03
2637 Tajikistan TJK 2012 4.147200e+03
2638 Tajikistan TJK 2011 4.123600e+03
2639 Tajikistan TJK 2010 4.100000e+03
2640 Tanzania TZA 2020 4.574500e+05
2641 Tanzania TZA 2019 4.621400e+05
2642 Tanzania TZA 2018 4.668300e+05
2643 Tanzania TZA 2017 4.715200e+05
2644 Tanzania TZA 2016 4.762100e+05
2645 Tanzania TZA 2015 4.809000e+05
2646 Tanzania TZA 2014 4.846200e+05
2647 Tanzania TZA 2013 4.883400e+05
2648 Tanzania TZA 2012 4.920601e+05
2649 Tanzania TZA 2011 4.957801e+05
2650 Tanzania TZA 2010 4.995001e+05
2651 Thailand THA 2020 1.987300e+05
2652 Thailand THA 2019 1.990900e+05
2653 Thailand THA 2018 1.994500e+05
2654 Thailand THA 2017 1.998100e+05
2655 Thailand THA 2016 2.001700e+05
2656 Thailand THA 2015 2.006100e+05
2657 Thailand THA 2014 2.006340e+05
2658 Thailand THA 2013 2.006580e+05
2659 Thailand THA 2012 2.006820e+05
2660 Thailand THA 2011 2.007060e+05
2661 Thailand THA 2010 2.007300e+05
2662 Timor-Leste TLS 2020 9.211000e+03
2663 Timor-Leste TLS 2019 9.225000e+03
2664 Timor-Leste TLS 2018 9.239000e+03
2665 Timor-Leste TLS 2017 9.256000e+03
2666 Timor-Leste TLS 2016 9.267000e+03
2667 Timor-Leste TLS 2015 9.281000e+03
2668 Timor-Leste TLS 2014 9.295000e+03
2669 Timor-Leste TLS 2013 9.309000e+03
2670 Timor-Leste TLS 2012 9.323000e+03
2671 Timor-Leste TLS 2011 9.337000e+03
2672 Timor-Leste TLS 2010 9.351000e+03
2673 Togo TGO 2020 1.209270e+04
2674 Togo TGO 2019 1.212230e+04
2675 Togo TGO 2018 1.215190e+04
2676 Togo TGO 2017 1.218150e+04
2677 Togo TGO 2016 1.221110e+04
2678 Togo TGO 2015 1.224070e+04
2679 Togo TGO 2014 1.227030e+04
2680 Togo TGO 2013 1.229990e+04
2681 Togo TGO 2012 1.232950e+04
2682 Togo TGO 2011 1.235910e+04
2683 Togo TGO 2010 1.238870e+04
2684 Tonga TON 2020 8.950000e+01
2685 Tonga TON 2019 8.950000e+01
2686 Tonga TON 2018 8.950000e+01
2687 Tonga TON 2017 8.950000e+01
2688 Tonga TON 2016 8.950000e+01
2689 Tonga TON 2015 8.950000e+01
2690 Tonga TON 2014 8.950000e+01
2691 Tonga TON 2013 8.950000e+01
2692 Tonga TON 2012 8.950000e+01
2693 Tonga TON 2011 8.950000e+01
2694 Tonga TON 2010 8.950000e+01
2695 Trinidad and Tobago TTO 2020 2.281900e+03
2696 Trinidad and Tobago TTO 2019 2.286100e+03
2697 Trinidad and Tobago TTO 2018 2.290300e+03
2698 Trinidad and Tobago TTO 2017 2.294500e+03
2699 Trinidad and Tobago TTO 2016 2.298700e+03
2700 Trinidad and Tobago TTO 2015 2.302900e+03
2701 Trinidad and Tobago TTO 2014 2.307140e+03
2702 Trinidad and Tobago TTO 2013 2.311380e+03
2703 Trinidad and Tobago TTO 2012 2.315620e+03
2704 Trinidad and Tobago TTO 2011 2.319860e+03
2705 Trinidad and Tobago TTO 2010 2.324100e+03
2706 Tunisia TUN 2020 7.027300e+03
2707 Tunisia TUN 2019 7.012000e+03
2708 Tunisia TUN 2018 6.996700e+03
2709 Tunisia TUN 2017 6.981400e+03
2710 Tunisia TUN 2016 6.966100e+03
2711 Tunisia TUN 2015 6.950800e+03
2712 Tunisia TUN 2014 6.935500e+03
2713 Tunisia TUN 2013 6.920200e+03
2714 Tunisia TUN 2012 6.904900e+03
2715 Tunisia TUN 2011 6.889600e+03
2716 Tunisia TUN 2010 6.874300e+03
2717 Turkiye TUR 2020 2.222036e+05
2718 Turkiye TUR 2019 2.206436e+05
2719 Turkiye TUR 2018 2.190836e+05
2720 Turkiye TUR 2017 2.175246e+05
2721 Turkiye TUR 2016 2.163030e+05
2722 Turkiye TUR 2015 2.163030e+05
2723 Turkiye TUR 2014 2.152086e+05
2724 Turkiye TUR 2013 2.141141e+05
2725 Turkiye TUR 2012 2.130197e+05
2726 Turkiye TUR 2011 2.119252e+05
2727 Turkiye TUR 2010 2.108308e+05
2728 Turkmenistan TKM 2020 4.127000e+04
2729 Turkmenistan TKM 2019 4.127000e+04
2730 Turkmenistan TKM 2018 4.127000e+04
2731 Turkmenistan TKM 2017 4.127000e+04
2732 Turkmenistan TKM 2016 4.127000e+04
2733 Turkmenistan TKM 2015 4.127000e+04
2734 Turkmenistan TKM 2014 4.127000e+04
2735 Turkmenistan TKM 2013 4.127000e+04
2736 Turkmenistan TKM 2012 4.127000e+04
2737 Turkmenistan TKM 2011 4.127000e+04
2738 Turkmenistan TKM 2010 4.127000e+04
2739 Turks and Caicos Islands TCA 2020 1.052000e+02
2740 Turks and Caicos Islands TCA 2019 1.052000e+02
2741 Turks and Caicos Islands TCA 2018 1.052000e+02
2742 Turks and Caicos Islands TCA 2017 1.052000e+02
2743 Turks and Caicos Islands TCA 2016 1.052000e+02
2744 Turks and Caicos Islands TCA 2015 1.052000e+02
2745 Turks and Caicos Islands TCA 2014 1.052000e+02
2746 Turks and Caicos Islands TCA 2013 1.052000e+02
2747 Turks and Caicos Islands TCA 2012 1.052000e+02
2748 Turks and Caicos Islands TCA 2011 1.052000e+02
2749 Turks and Caicos Islands TCA 2010 1.052000e+02
2750 Tuvalu TUV 2020 1.000000e+01
2751 Tuvalu TUV 2019 1.000000e+01
2752 Tuvalu TUV 2018 1.000000e+01
2753 Tuvalu TUV 2017 1.000000e+01
2754 Tuvalu TUV 2016 1.000000e+01
2755 Tuvalu TUV 2015 1.000000e+01
2756 Tuvalu TUV 2014 1.000000e+01
2757 Tuvalu TUV 2013 1.000000e+01
2758 Tuvalu TUV 2012 1.000000e+01
2759 Tuvalu TUV 2011 1.000000e+01
2760 Tuvalu TUV 2010 1.000000e+01
2761 Uganda UGA 2020 2.337900e+04
2762 Uganda UGA 2019 2.379150e+04
2763 Uganda UGA 2018 2.420410e+04
2764 Uganda UGA 2017 2.461660e+04
2765 Uganda UGA 2016 2.502910e+04
2766 Uganda UGA 2015 2.544160e+04
2767 Uganda UGA 2014 2.585412e+04
2768 Uganda UGA 2013 2.626664e+04
2769 Uganda UGA 2012 2.667916e+04
2770 Uganda UGA 2011 2.709168e+04
2771 Uganda UGA 2010 2.750420e+04
2772 Ukraine UKR 2020 9.690000e+04
2773 Ukraine UKR 2019 9.684000e+04
2774 Ukraine UKR 2018 9.678000e+04
2775 Ukraine UKR 2017 9.671000e+04
2776 Ukraine UKR 2016 9.664000e+04
2777 Ukraine UKR 2015 9.657000e+04
2778 Ukraine UKR 2014 9.635200e+04
2779 Ukraine UKR 2013 9.613400e+04
2780 Ukraine UKR 2012 9.591600e+04
2781 Ukraine UKR 2011 9.569800e+04
2782 Ukraine UKR 2010 9.548000e+04
2783 United Arab Emirates ARE 2020 3.173000e+03
2784 United Arab Emirates ARE 2019 3.173000e+03
2785 United Arab Emirates ARE 2018 3.173000e+03
2786 United Arab Emirates ARE 2017 3.173000e+03
2787 United Arab Emirates ARE 2016 3.173000e+03
2788 United Arab Emirates ARE 2015 3.173000e+03
2789 United Arab Emirates ARE 2014 3.173000e+03
2790 United Arab Emirates ARE 2013 3.173000e+03
2791 United Arab Emirates ARE 2012 3.173000e+03
2792 United Arab Emirates ARE 2011 3.173000e+03
2793 United Arab Emirates ARE 2010 3.173000e+03
2794 United Kingdom GBR 2020 3.190000e+04
2795 United Kingdom GBR 2019 3.182000e+04
2796 United Kingdom GBR 2018 3.173000e+04
2797 United Kingdom GBR 2017 3.164000e+04
2798 United Kingdom GBR 2016 3.159000e+04
2799 United Kingdom GBR 2015 3.155000e+04
2800 United Kingdom GBR 2014 3.135800e+04
2801 United Kingdom GBR 2013 3.116600e+04
2802 United Kingdom GBR 2012 3.097400e+04
2803 United Kingdom GBR 2011 3.078200e+04
2804 United Kingdom GBR 2010 3.059000e+04
2805 United States USA 2020 3.097950e+06
2806 United States USA 2019 3.097950e+06
2807 United States USA 2018 3.097950e+06
2808 United States USA 2017 3.097950e+06
2809 United States USA 2016 3.100950e+06
2810 United States USA 2015 3.100950e+06
2811 United States USA 2014 3.098200e+06
2812 United States USA 2013 3.095450e+06
2813 United States USA 2012 3.092700e+06
2814 United States USA 2011 3.089950e+06
2815 United States USA 2010 3.087200e+06
2816 Uruguay URY 2020 2.031000e+04
2817 Uruguay URY 2019 2.010000e+04
2818 Uruguay URY 2018 1.989000e+04
2819 Uruguay URY 2017 1.968000e+04
2820 Uruguay URY 2016 1.947000e+04
2821 Uruguay URY 2015 1.920000e+04
2822 Uruguay URY 2014 1.882260e+04
2823 Uruguay URY 2013 1.844520e+04
2824 Uruguay URY 2012 1.806780e+04
2825 Uruguay URY 2011 1.769040e+04
2826 Uruguay URY 2010 1.731300e+04
2827 Uzbekistan UZB 2020 3.689660e+04
2828 Uzbekistan UZB 2019 3.663820e+04
2829 Uzbekistan UZB 2018 3.637980e+04
2830 Uzbekistan UZB 2017 3.612136e+04
2831 Uzbekistan UZB 2016 3.586300e+04
2832 Uzbekistan UZB 2015 3.549400e+04
2833 Uzbekistan UZB 2014 3.509440e+04
2834 Uzbekistan UZB 2013 3.469480e+04
2835 Uzbekistan UZB 2012 3.429520e+04
2836 Uzbekistan UZB 2011 3.389560e+04
2837 Uzbekistan UZB 2010 3.349600e+04
2838 Vanuatu VUT 2020 4.423000e+03
2839 Vanuatu VUT 2019 4.423000e+03
2840 Vanuatu VUT 2018 4.423000e+03
2841 Vanuatu VUT 2017 4.423000e+03
2842 Vanuatu VUT 2016 4.423000e+03
2843 Vanuatu VUT 2015 4.423000e+03
2844 Vanuatu VUT 2014 4.423000e+03
2845 Vanuatu VUT 2013 4.423000e+03
2846 Vanuatu VUT 2012 4.423000e+03
2847 Vanuatu VUT 2011 4.423000e+03
2848 Vanuatu VUT 2010 4.423000e+03
2849 Venezuela, RB VEN 2020 4.623090e+05
2850 Venezuela, RB VEN 2019 4.627200e+05
2851 Venezuela, RB VEN 2018 4.633776e+05
2852 Venezuela, RB VEN 2017 4.642818e+05
2853 Venezuela, RB VEN 2016 4.654326e+05
2854 Venezuela, RB VEN 2015 4.668300e+05
2855 Venezuela, RB VEN 2014 4.684740e+05
2856 Venezuela, RB VEN 2013 4.701180e+05
2857 Venezuela, RB VEN 2012 4.717620e+05
2858 Venezuela, RB VEN 2011 4.734060e+05
2859 Venezuela, RB VEN 2010 4.750500e+05
2860 Viet Nam VNM 2020 1.464309e+05
2861 Viet Nam VNM 2019 1.456719e+05
2862 Viet Nam VNM 2018 1.449129e+05
2863 Viet Nam VNM 2017 1.441539e+05
2864 Viet Nam VNM 2016 1.437768e+05
2865 Viet Nam VNM 2015 1.406186e+05
2866 Viet Nam VNM 2014 1.392710e+05
2867 Viet Nam VNM 2013 1.379234e+05
2868 Viet Nam VNM 2012 1.365758e+05
2869 Viet Nam VNM 2011 1.352282e+05
2870 Viet Nam VNM 2010 1.338806e+05
2871 Virgin Islands (U.S.) VIR 2020 1.991000e+02
2872 Virgin Islands (U.S.) VIR 2019 1.976000e+02
2873 Virgin Islands (U.S.) VIR 2018 1.961000e+02
2874 Virgin Islands (U.S.) VIR 2017 1.946000e+02
2875 Virgin Islands (U.S.) VIR 2016 1.931000e+02
2876 Virgin Islands (U.S.) VIR 2015 1.916000e+02
2877 Virgin Islands (U.S.) VIR 2014 1.901400e+02
2878 Virgin Islands (U.S.) VIR 2013 1.886800e+02
2879 Virgin Islands (U.S.) VIR 2012 1.872200e+02
2880 Virgin Islands (U.S.) VIR 2011 1.857600e+02
2881 Virgin Islands (U.S.) VIR 2010 1.843000e+02
2882 West Bank and Gaza PSE 2020 1.014000e+02
2883 West Bank and Gaza PSE 2019 1.014000e+02
2884 West Bank and Gaza PSE 2018 1.014000e+02
2885 West Bank and Gaza PSE 2017 1.014000e+02
2886 West Bank and Gaza PSE 2016 1.014000e+02
2887 West Bank and Gaza PSE 2015 1.014000e+02
2888 West Bank and Gaza PSE 2014 1.010200e+02
2889 West Bank and Gaza PSE 2013 1.006400e+02
2890 West Bank and Gaza PSE 2012 1.002600e+02
2891 West Bank and Gaza PSE 2011 9.988000e+01
2892 West Bank and Gaza PSE 2010 9.950000e+01
2893 Yemen, Rep. YEM 2020 5.490000e+03
2894 Yemen, Rep. YEM 2019 5.490000e+03
2895 Yemen, Rep. YEM 2018 5.490000e+03
2896 Yemen, Rep. YEM 2017 5.490000e+03
2897 Yemen, Rep. YEM 2016 5.490000e+03
2898 Yemen, Rep. YEM 2015 5.490000e+03
2899 Yemen, Rep. YEM 2014 5.490000e+03
2900 Yemen, Rep. YEM 2013 5.490000e+03
2901 Yemen, Rep. YEM 2012 5.490000e+03
2902 Yemen, Rep. YEM 2011 5.490000e+03
2903 Yemen, Rep. YEM 2010 5.490000e+03
2904 Zambia ZMB 2020 4.481403e+05
2905 Zambia ZMB 2019 4.500224e+05
2906 Zambia ZMB 2018 4.519046e+05
2907 Zambia ZMB 2017 4.537867e+05
2908 Zambia ZMB 2016 4.556680e+05
2909 Zambia ZMB 2015 4.575510e+05
2910 Zambia ZMB 2014 4.594328e+05
2911 Zambia ZMB 2013 4.613146e+05
2912 Zambia ZMB 2012 4.631964e+05
2913 Zambia ZMB 2011 4.650782e+05
2914 Zambia ZMB 2010 4.669600e+05
2915 Zimbabwe ZWE 2020 1.744458e+05
2916 Zimbabwe ZWE 2019 1.749065e+05
2917 Zimbabwe ZWE 2018 1.753672e+05
2918 Zimbabwe ZWE 2017 1.758279e+05
2919 Zimbabwe ZWE 2016 1.762886e+05
2920 Zimbabwe ZWE 2015 1.767493e+05
2921 Zimbabwe ZWE 2014 1.772100e+05
2922 Zimbabwe ZWE 2013 1.776707e+05
2923 Zimbabwe ZWE 2012 1.781314e+05
2924 Zimbabwe ZWE 2011 1.785921e+05
2925 Zimbabwe ZWE 2010 1.790528e+05
In [81]:
worldbank_forest = pd.DataFrame(worldbank_forest)
excel_worldbank_forest = "worldbank_forest.xlsx"
worldbank_forest.to_excel(excel_worldbank_forest, index=False)
In [82]:
indicator =  'SP.POP.TOTL?date=2010:2020'
url = "http://api.worldbank.org/v2/countries/all/indicators/%s&format=json&per_page=5000" % indicator
response = requests.get(url)
result = response.content
result = json.loads(result)
worldbank_population = pd.DataFrame.from_dict(result[1])
worldbank_population ['country'] = worldbank_population [['country']].applymap(lambda x : x['value'])
worldbank_population 
worldbank_population .country.unique()
worldbank_population  = worldbank_population [['country', 'countryiso3code', 'date', 'value']]
worldbank_population .columns = ['Country_name', 'Countrycode', 'year', 'Population']
worldbank_population 
Out[82]:
Country_name Countrycode year Population
0 Africa Eastern and Southern AFE 2020 6.851130e+08
1 Africa Eastern and Southern AFE 2019 6.672430e+08
2 Africa Eastern and Southern AFE 2018 6.497571e+08
3 Africa Eastern and Southern AFE 2017 6.327466e+08
4 Africa Eastern and Southern AFE 2016 6.163776e+08
5 Africa Eastern and Southern AFE 2015 6.000084e+08
6 Africa Eastern and Southern AFE 2014 5.836511e+08
7 Africa Eastern and Southern AFE 2013 5.678921e+08
8 Africa Eastern and Southern AFE 2012 5.525307e+08
9 Africa Eastern and Southern AFE 2011 5.377930e+08
10 Africa Eastern and Southern AFE 2010 5.234597e+08
11 Africa Western and Central AFW 2020 4.661891e+08
12 Africa Western and Central AFW 2019 4.543061e+08
13 Africa Western and Central AFW 2018 4.426468e+08
14 Africa Western and Central AFW 2017 4.311387e+08
15 Africa Western and Central AFW 2016 4.197784e+08
16 Africa Western and Central AFW 2015 4.086904e+08
17 Africa Western and Central AFW 2014 3.978555e+08
18 Africa Western and Central AFW 2013 3.872046e+08
19 Africa Western and Central AFW 2012 3.767980e+08
20 Africa Western and Central AFW 2011 3.664892e+08
21 Africa Western and Central AFW 2010 3.563378e+08
22 Arab World ARB 2020 4.492283e+08
23 Arab World ARB 2019 4.414677e+08
24 Arab World ARB 2018 4.325457e+08
25 Arab World ARB 2017 4.236648e+08
26 Arab World ARB 2016 4.150780e+08
27 Arab World ARB 2015 4.065020e+08
28 Arab World ARB 2014 3.979229e+08
29 Arab World ARB 2013 3.891316e+08
30 Arab World ARB 2012 3.803834e+08
31 Arab World ARB 2011 3.723511e+08
32 Arab World ARB 2010 3.644277e+08
33 Caribbean small states CSS 2020 7.444768e+06
34 Caribbean small states CSS 2019 7.424102e+06
35 Caribbean small states CSS 2018 7.374650e+06
36 Caribbean small states CSS 2017 7.303634e+06
37 Caribbean small states CSS 2016 7.265272e+06
38 Caribbean small states CSS 2015 7.224602e+06
39 Caribbean small states CSS 2014 7.181044e+06
40 Caribbean small states CSS 2013 7.135884e+06
41 Caribbean small states CSS 2012 7.088996e+06
42 Caribbean small states CSS 2011 7.044357e+06
43 Caribbean small states CSS 2010 7.004428e+06
44 Central Europe and the Baltics CEB 2020 1.021801e+08
45 Central Europe and the Baltics CEB 2019 1.023985e+08
46 Central Europe and the Baltics CEB 2018 1.025385e+08
47 Central Europe and the Baltics CEB 2017 1.027401e+08
48 Central Europe and the Baltics CEB 2016 1.029943e+08
49 Central Europe and the Baltics CEB 2015 1.032579e+08
50 Central Europe and the Baltics CEB 2014 1.034962e+08
51 Central Europe and the Baltics CEB 2013 1.037137e+08
52 Central Europe and the Baltics CEB 2012 1.039353e+08
53 Central Europe and the Baltics CEB 2011 1.041740e+08
54 Central Europe and the Baltics CEB 2010 1.044214e+08
55 Early-demographic dividend EAR 2020 3.374384e+09
56 Early-demographic dividend EAR 2019 3.334562e+09
57 Early-demographic dividend EAR 2018 3.292897e+09
58 Early-demographic dividend EAR 2017 3.250753e+09
59 Early-demographic dividend EAR 2016 3.208370e+09
60 Early-demographic dividend EAR 2015 3.165215e+09
61 Early-demographic dividend EAR 2014 3.121656e+09
62 Early-demographic dividend EAR 2013 3.078407e+09
63 Early-demographic dividend EAR 2012 3.035160e+09
64 Early-demographic dividend EAR 2011 2.991403e+09
65 Early-demographic dividend EAR 2010 2.946286e+09
66 East Asia & Pacific EAS 2020 2.363934e+09
67 East Asia & Pacific EAS 2019 2.353857e+09
68 East Asia & Pacific EAS 2018 2.341384e+09
69 East Asia & Pacific EAS 2017 2.327133e+09
70 East Asia & Pacific EAS 2016 2.310722e+09
71 East Asia & Pacific EAS 2015 2.294507e+09
72 East Asia & Pacific EAS 2014 2.278232e+09
73 East Asia & Pacific EAS 2013 2.261274e+09
74 East Asia & Pacific EAS 2012 2.243777e+09
75 East Asia & Pacific EAS 2011 2.225992e+09
76 East Asia & Pacific EAS 2010 2.210204e+09
77 East Asia & Pacific (excluding high income) EAP 2020 2.116379e+09
78 East Asia & Pacific (excluding high income) EAP 2019 2.106392e+09
79 East Asia & Pacific (excluding high income) EAP 2018 2.094525e+09
80 East Asia & Pacific (excluding high income) EAP 2017 2.080919e+09
81 East Asia & Pacific (excluding high income) EAP 2016 2.065173e+09
82 East Asia & Pacific (excluding high income) EAP 2015 2.049758e+09
83 East Asia & Pacific (excluding high income) EAP 2014 2.034265e+09
84 East Asia & Pacific (excluding high income) EAP 2013 2.018068e+09
85 East Asia & Pacific (excluding high income) EAP 2012 2.001264e+09
86 East Asia & Pacific (excluding high income) EAP 2011 1.984268e+09
87 East Asia & Pacific (excluding high income) EAP 2010 1.969187e+09
88 East Asia & Pacific (IDA & IBRD countries) TEA 2020 2.090524e+09
89 East Asia & Pacific (IDA & IBRD countries) TEA 2019 2.080649e+09
90 East Asia & Pacific (IDA & IBRD countries) TEA 2018 2.068899e+09
91 East Asia & Pacific (IDA & IBRD countries) TEA 2017 2.055415e+09
92 East Asia & Pacific (IDA & IBRD countries) TEA 2016 2.039795e+09
93 East Asia & Pacific (IDA & IBRD countries) TEA 2015 2.024511e+09
94 East Asia & Pacific (IDA & IBRD countries) TEA 2014 2.009150e+09
95 East Asia & Pacific (IDA & IBRD countries) TEA 2013 1.993077e+09
96 East Asia & Pacific (IDA & IBRD countries) TEA 2012 1.976387e+09
97 East Asia & Pacific (IDA & IBRD countries) TEA 2011 1.959494e+09
98 East Asia & Pacific (IDA & IBRD countries) TEA 2010 1.944511e+09
99 Euro area EMU 2020 3.469611e+08
100 Euro area EMU 2019 3.465180e+08
101 Euro area EMU 2018 3.461530e+08
102 Euro area EMU 2017 3.453706e+08
103 Euro area EMU 2016 3.446838e+08
104 Euro area EMU 2015 3.437183e+08
105 Euro area EMU 2014 3.427253e+08
106 Euro area EMU 2013 3.415845e+08
107 Euro area EMU 2012 3.404507e+08
108 Euro area EMU 2011 3.397230e+08
109 Euro area EMU 2010 3.404670e+08
110 Europe & Central Asia ECS 2020 9.223534e+08
111 Europe & Central Asia ECS 2019 9.202775e+08
112 Europe & Central Asia ECS 2018 9.173805e+08
113 Europe & Central Asia ECS 2017 9.140783e+08
114 Europe & Central Asia ECS 2016 9.106333e+08
115 Europe & Central Asia ECS 2015 9.066954e+08
116 Europe & Central Asia ECS 2014 9.026709e+08
117 Europe & Central Asia ECS 2013 8.986074e+08
118 Europe & Central Asia ECS 2012 8.946605e+08
119 Europe & Central Asia ECS 2011 8.913294e+08
120 Europe & Central Asia ECS 2010 8.891696e+08
121 Europe & Central Asia (excluding high income) ECA 2020 4.000610e+08
122 Europe & Central Asia (excluding high income) ECA 2019 3.986901e+08
123 Europe & Central Asia (excluding high income) ECA 2018 3.966747e+08
124 Europe & Central Asia (excluding high income) ECA 2017 3.947054e+08
125 Europe & Central Asia (excluding high income) ECA 2016 3.925797e+08
126 Europe & Central Asia (excluding high income) ECA 2015 3.902677e+08
127 Europe & Central Asia (excluding high income) ECA 2014 3.879122e+08
128 Europe & Central Asia (excluding high income) ECA 2013 3.856232e+08
129 Europe & Central Asia (excluding high income) ECA 2012 3.833745e+08
130 Europe & Central Asia (excluding high income) ECA 2011 3.813287e+08
131 Europe & Central Asia (excluding high income) ECA 2010 3.790790e+08
132 Europe & Central Asia (IDA & IBRD countries) TEC 2020 4.612730e+08
133 Europe & Central Asia (IDA & IBRD countries) TEC 2019 4.600925e+08
134 Europe & Central Asia (IDA & IBRD countries) TEC 2018 4.582112e+08
135 Europe & Central Asia (IDA & IBRD countries) TEC 2017 4.563934e+08
136 Europe & Central Asia (IDA & IBRD countries) TEC 2016 4.544264e+08
137 Europe & Central Asia (IDA & IBRD countries) TEC 2015 4.522734e+08
138 Europe & Central Asia (IDA & IBRD countries) TEC 2014 4.500713e+08
139 Europe & Central Asia (IDA & IBRD countries) TEC 2013 4.479028e+08
140 Europe & Central Asia (IDA & IBRD countries) TEC 2012 4.457632e+08
141 Europe & Central Asia (IDA & IBRD countries) TEC 2011 4.438201e+08
142 Europe & Central Asia (IDA & IBRD countries) TEC 2010 4.416641e+08
143 European Union EUU 2020 4.476923e+08
144 European Union EUU 2019 4.473672e+08
145 European Union EUU 2018 4.470011e+08
146 European Union EUU 2017 4.462152e+08
147 European Union EUU 2016 4.455154e+08
148 European Union EUU 2015 4.445701e+08
149 European Union EUU 2014 4.436014e+08
150 European Union EUU 2013 4.424962e+08
151 European Union EUU 2012 4.414199e+08
152 European Union EUU 2011 4.407697e+08
153 European Union EUU 2010 4.415526e+08
154 Fragile and conflict affected situations FCS 2020 9.797636e+08
155 Fragile and conflict affected situations FCS 2019 9.577856e+08
156 Fragile and conflict affected situations FCS 2018 9.367215e+08
157 Fragile and conflict affected situations FCS 2017 9.164279e+08
158 Fragile and conflict affected situations FCS 2016 8.962727e+08
159 Fragile and conflict affected situations FCS 2015 8.764363e+08
160 Fragile and conflict affected situations FCS 2014 8.570181e+08
161 Fragile and conflict affected situations FCS 2013 8.374102e+08
162 Fragile and conflict affected situations FCS 2012 8.174126e+08
163 Fragile and conflict affected situations FCS 2011 7.977850e+08
164 Fragile and conflict affected situations FCS 2010 7.787174e+08
165 Heavily indebted poor countries (HIPC) HPC 2020 8.380666e+08
166 Heavily indebted poor countries (HIPC) HPC 2019 8.151008e+08
167 Heavily indebted poor countries (HIPC) HPC 2018 7.926159e+08
168 Heavily indebted poor countries (HIPC) HPC 2017 7.703902e+08
169 Heavily indebted poor countries (HIPC) HPC 2016 7.483566e+08
170 Heavily indebted poor countries (HIPC) HPC 2015 7.271293e+08
171 Heavily indebted poor countries (HIPC) HPC 2014 7.066172e+08
172 Heavily indebted poor countries (HIPC) HPC 2013 6.866203e+08
173 Heavily indebted poor countries (HIPC) HPC 2012 6.675209e+08
174 Heavily indebted poor countries (HIPC) HPC 2011 6.489271e+08
175 Heavily indebted poor countries (HIPC) HPC 2010 6.309532e+08
176 High income 2020 1.241719e+09
177 High income 2019 1.236710e+09
178 High income 2018 1.231509e+09
179 High income 2017 1.225544e+09
180 High income 2016 1.219355e+09
181 High income 2015 1.212444e+09
182 High income 2014 1.205686e+09
183 High income 2013 1.198818e+09
184 High income 2012 1.192042e+09
185 High income 2011 1.185474e+09
186 High income 2010 1.180459e+09
187 IBRD only IBD 2020 4.867092e+09
188 IBRD only IBD 2019 4.832929e+09
189 IBRD only IBD 2018 4.794556e+09
190 IBRD only IBD 2017 4.753252e+09
191 IBRD only IBD 2016 4.709004e+09
192 IBRD only IBD 2015 4.663653e+09
193 IBRD only IBD 2014 4.616585e+09
194 IBRD only IBD 2013 4.567978e+09
195 IBRD only IBD 2012 4.518974e+09
196 IBRD only IBD 2011 4.471184e+09
197 IBRD only IBD 2010 4.425785e+09
198 IDA & IBRD total IBT 2020 6.627317e+09
199 IDA & IBRD total IBT 2019 6.553978e+09
200 IDA & IBRD total IBT 2018 6.477695e+09
201 IDA & IBRD total IBT 2017 6.399653e+09
202 IDA & IBRD total IBT 2016 6.319805e+09
203 IDA & IBRD total IBT 2015 6.240231e+09
204 IDA & IBRD total IBT 2014 6.160290e+09
205 IDA & IBRD total IBT 2013 6.079502e+09
206 IDA & IBRD total IBT 2012 5.998432e+09
207 IDA & IBRD total IBT 2011 5.917716e+09
208 IDA & IBRD total IBT 2010 5.838720e+09
209 IDA blend IDB 2020 5.826371e+08
210 IDA blend IDB 2019 5.706333e+08
211 IDA blend IDB 2018 5.591556e+08
212 IDA blend IDB 2017 5.479850e+08
213 IDA blend IDB 2016 5.373584e+08
214 IDA blend IDB 2015 5.271759e+08
215 IDA blend IDB 2014 5.169001e+08
216 IDA blend IDB 2013 5.064434e+08
217 IDA blend IDB 2012 4.958685e+08
218 IDA blend IDB 2011 4.849199e+08
219 IDA blend IDB 2010 4.732045e+08
220 IDA only IDX 2020 1.177589e+09
221 IDA only IDX 2019 1.150416e+09
222 IDA only IDX 2018 1.123984e+09
223 IDA only IDX 2017 1.098416e+09
224 IDA only IDX 2016 1.073443e+09
225 IDA only IDX 2015 1.049402e+09
226 IDA only IDX 2014 1.026805e+09
227 IDA only IDX 2013 1.005081e+09
228 IDA only IDX 2012 9.835899e+08
229 IDA only IDX 2011 9.616121e+08
230 IDA only IDX 2010 9.397310e+08
231 IDA total IDA 2020 1.760226e+09
232 IDA total IDA 2019 1.721049e+09
233 IDA total IDA 2018 1.683140e+09
234 IDA total IDA 2017 1.646401e+09
235 IDA total IDA 2016 1.610801e+09
236 IDA total IDA 2015 1.576578e+09
237 IDA total IDA 2014 1.543705e+09
238 IDA total IDA 2013 1.511524e+09
239 IDA total IDA 2012 1.479458e+09
240 IDA total IDA 2011 1.446532e+09
241 IDA total IDA 2010 1.412935e+09
242 Late-demographic dividend LTE 2020 2.317278e+09
243 Late-demographic dividend LTE 2019 2.309492e+09
244 Late-demographic dividend LTE 2018 2.298988e+09
245 Late-demographic dividend LTE 2017 2.286628e+09
246 Late-demographic dividend LTE 2016 2.272340e+09
247 Late-demographic dividend LTE 2015 2.258406e+09
248 Late-demographic dividend LTE 2014 2.244043e+09
249 Late-demographic dividend LTE 2013 2.228485e+09
250 Late-demographic dividend LTE 2012 2.212381e+09
251 Late-demographic dividend LTE 2011 2.196512e+09
252 Late-demographic dividend LTE 2010 2.182768e+09
253 Latin America & Caribbean LCN 2020 6.505350e+08
254 Latin America & Caribbean LCN 2019 6.452958e+08
255 Latin America & Caribbean LCN 2018 6.396282e+08
256 Latin America & Caribbean LCN 2017 6.337972e+08
257 Latin America & Caribbean LCN 2016 6.276685e+08
258 Latin America & Caribbean LCN 2015 6.213901e+08
259 Latin America & Caribbean LCN 2014 6.150468e+08
260 Latin America & Caribbean LCN 2013 6.086422e+08
261 Latin America & Caribbean LCN 2012 6.021394e+08
262 Latin America & Caribbean LCN 2011 5.955100e+08
263 Latin America & Caribbean LCN 2010 5.888739e+08
264 Latin America & Caribbean (excluding high income) LAC 2020 5.880112e+08
265 Latin America & Caribbean (excluding high income) LAC 2019 5.827016e+08
266 Latin America & Caribbean (excluding high income) LAC 2018 5.766205e+08
267 Latin America & Caribbean (excluding high income) LAC 2017 5.703812e+08
268 Latin America & Caribbean (excluding high income) LAC 2016 5.643779e+08
269 Latin America & Caribbean (excluding high income) LAC 2015 5.585628e+08
270 Latin America & Caribbean (excluding high income) LAC 2014 5.527818e+08
271 Latin America & Caribbean (excluding high income) LAC 2013 5.469541e+08
272 Latin America & Caribbean (excluding high income) LAC 2012 5.410483e+08
273 Latin America & Caribbean (excluding high income) LAC 2011 5.350148e+08
274 Latin America & Caribbean (excluding high income) LAC 2010 5.289783e+08
275 Latin America & the Caribbean (IDA & IBRD coun... TLA 2020 6.346804e+08
276 Latin America & the Caribbean (IDA & IBRD coun... TLA 2019 6.295156e+08
277 Latin America & the Caribbean (IDA & IBRD coun... TLA 2018 6.238413e+08
278 Latin America & the Caribbean (IDA & IBRD coun... TLA 2017 6.178758e+08
279 Latin America & the Caribbean (IDA & IBRD coun... TLA 2016 6.116681e+08
280 Latin America & the Caribbean (IDA & IBRD coun... TLA 2015 6.053356e+08
281 Latin America & the Caribbean (IDA & IBRD coun... TLA 2014 5.989494e+08
282 Latin America & the Caribbean (IDA & IBRD coun... TLA 2013 5.925076e+08
283 Latin America & the Caribbean (IDA & IBRD coun... TLA 2012 5.859869e+08
284 Latin America & the Caribbean (IDA & IBRD coun... TLA 2011 5.793347e+08
285 Latin America & the Caribbean (IDA & IBRD coun... TLA 2010 5.726747e+08
286 Least developed countries: UN classification LDC 2020 1.072971e+09
287 Least developed countries: UN classification LDC 2019 1.047426e+09
288 Least developed countries: UN classification LDC 2018 1.022732e+09
289 Least developed countries: UN classification LDC 2017 9.985327e+08
290 Least developed countries: UN classification LDC 2016 9.745162e+08
291 Least developed countries: UN classification LDC 2015 9.511849e+08
292 Least developed countries: UN classification LDC 2014 9.286617e+08
293 Least developed countries: UN classification LDC 2013 9.064051e+08
294 Least developed countries: UN classification LDC 2012 8.846540e+08
295 Least developed countries: UN classification LDC 2011 8.634213e+08
296 Least developed countries: UN classification LDC 2010 8.428072e+08
297 Low & middle income LMY 2020 6.549996e+09
298 Low & middle income LMY 2019 6.476093e+09
299 Low & middle income LMY 2018 6.399037e+09
300 Low & middle income LMY 2017 6.320334e+09
301 Low & middle income LMY 2016 6.240319e+09
302 Low & middle income LMY 2015 6.160876e+09
303 Low & middle income LMY 2014 6.081161e+09
304 Low & middle income LMY 2013 6.000647e+09
305 Low & middle income LMY 2012 5.919874e+09
306 Low & middle income LMY 2011 5.839474e+09
307 Low & middle income LMY 2010 5.760811e+09
308 Low income 2020 6.670537e+08
309 Low income 2019 6.487555e+08
310 Low income 2018 6.308658e+08
311 Low income 2017 6.139469e+08
312 Low income 2016 5.976835e+08
313 Low income 2015 5.821730e+08
314 Low income 2014 5.677023e+08
315 Low income 2013 5.538358e+08
316 Low income 2012 5.400026e+08
317 Low income 2011 5.255063e+08
318 Low income 2010 5.108973e+08
319 Lower middle income 2020 3.117226e+09
320 Lower middle income 2019 3.075312e+09
321 Lower middle income 2018 3.033153e+09
322 Lower middle income 2017 2.990173e+09
323 Lower middle income 2016 2.946639e+09
324 Lower middle income 2015 2.902878e+09
325 Lower middle income 2014 2.858673e+09
326 Lower middle income 2013 2.813932e+09
327 Lower middle income 2012 2.769675e+09
328 Lower middle income 2011 2.726052e+09
329 Lower middle income 2010 2.681991e+09
330 Middle East & North Africa MEA 2020 4.799666e+08
331 Middle East & North Africa MEA 2019 4.732018e+08
332 Middle East & North Africa MEA 2018 4.650735e+08
333 Middle East & North Africa MEA 2017 4.568855e+08
334 Middle East & North Africa MEA 2016 4.489174e+08
335 Middle East & North Africa MEA 2015 4.405065e+08
336 Middle East & North Africa MEA 2014 4.316646e+08
337 Middle East & North Africa MEA 2013 4.227904e+08
338 Middle East & North Africa MEA 2012 4.141176e+08
339 Middle East & North Africa MEA 2011 4.060453e+08
340 Middle East & North Africa MEA 2010 3.979976e+08
341 Middle East & North Africa (excluding high inc... MNA 2020 4.118101e+08
342 Middle East & North Africa (excluding high inc... MNA 2019 4.052594e+08
343 Middle East & North Africa (excluding high inc... MNA 2018 3.983753e+08
344 Middle East & North Africa (excluding high inc... MNA 2017 3.916074e+08
345 Middle East & North Africa (excluding high inc... MNA 2016 3.850545e+08
346 Middle East & North Africa (excluding high inc... MNA 2015 3.781373e+08
347 Middle East & North Africa (excluding high inc... MNA 2014 3.707564e+08
348 Middle East & North Africa (excluding high inc... MNA 2013 3.633102e+08
349 Middle East & North Africa (excluding high inc... MNA 2012 3.562397e+08
350 Middle East & North Africa (excluding high inc... MNA 2011 3.497702e+08
351 Middle East & North Africa (excluding high inc... MNA 2010 3.433133e+08
352 Middle East & North Africa (IDA & IBRD countries) TMN 2020 4.070069e+08
353 Middle East & North Africa (IDA & IBRD countries) TMN 2019 4.005741e+08
354 Middle East & North Africa (IDA & IBRD countries) TMN 2018 3.938063e+08
355 Middle East & North Africa (IDA & IBRD countries) TMN 2017 3.871526e+08
356 Middle East & North Africa (IDA & IBRD countries) TMN 2016 3.806874e+08
357 Middle East & North Africa (IDA & IBRD countries) TMN 2015 3.738672e+08
358 Middle East & North Africa (IDA & IBRD countries) TMN 2014 3.665830e+08
359 Middle East & North Africa (IDA & IBRD countries) TMN 2013 3.592335e+08
360 Middle East & North Africa (IDA & IBRD countries) TMN 2012 3.522597e+08
361 Middle East & North Africa (IDA & IBRD countries) TMN 2011 3.458872e+08
362 Middle East & North Africa (IDA & IBRD countries) TMN 2010 3.395272e+08
363 Middle income MIC 2020 5.882943e+09
364 Middle income MIC 2019 5.827338e+09
365 Middle income MIC 2018 5.768171e+09
366 Middle income MIC 2017 5.706387e+09
367 Middle income MIC 2016 5.642636e+09
368 Middle income MIC 2015 5.578703e+09
369 Middle income MIC 2014 5.513458e+09
370 Middle income MIC 2013 5.446811e+09
371 Middle income MIC 2012 5.379871e+09
372 Middle income MIC 2011 5.313968e+09
373 Middle income MIC 2010 5.249914e+09
374 North America NAC 2020 3.695826e+08
375 North America NAC 2019 3.659951e+08
376 North America NAC 2018 3.639672e+08
377 North America NAC 2017 3.617312e+08
378 North America NAC 2016 3.592458e+08
379 North America NAC 2015 3.565071e+08
380 North America NAC 2014 3.538889e+08
381 North America NAC 2013 3.512079e+08
382 North America NAC 2012 3.486567e+08
383 North America NAC 2011 3.459874e+08
384 North America NAC 2010 3.433972e+08
385 Not classified 2020 NaN
386 Not classified 2019 NaN
387 Not classified 2018 NaN
388 Not classified 2017 NaN
389 Not classified 2016 NaN
390 Not classified 2015 NaN
391 Not classified 2014 NaN
392 Not classified 2013 NaN
393 Not classified 2012 NaN
394 Not classified 2011 NaN
395 Not classified 2010 NaN
396 OECD members OED 2020 1.369465e+09
397 OECD members OED 2019 1.362015e+09
398 OECD members OED 2018 1.354836e+09
399 OECD members OED 2017 1.346867e+09
400 OECD members OED 2016 1.338791e+09
401 OECD members OED 2015 1.330315e+09
402 OECD members OED 2014 1.322076e+09
403 OECD members OED 2013 1.313644e+09
404 OECD members OED 2012 1.305513e+09
405 OECD members OED 2011 1.297594e+09
406 OECD members OED 2010 1.290948e+09
407 Other small states OSS 2020 3.238146e+07
408 Other small states OSS 2019 3.200548e+07
409 Other small states OSS 2018 3.149449e+07
410 Other small states OSS 2017 3.094031e+07
411 Other small states OSS 2016 3.031000e+07
412 Other small states OSS 2015 2.962104e+07
413 Other small states OSS 2014 2.890755e+07
414 Other small states OSS 2013 2.822579e+07
415 Other small states OSS 2012 2.761727e+07
416 Other small states OSS 2011 2.707292e+07
417 Other small states OSS 2010 2.656599e+07
418 Pacific island small states PSS 2020 2.566819e+06
419 Pacific island small states PSS 2019 2.536070e+06
420 Pacific island small states PSS 2018 2.510226e+06
421 Pacific island small states PSS 2017 2.484263e+06
422 Pacific island small states PSS 2016 2.457814e+06
423 Pacific island small states PSS 2015 2.431426e+06
424 Pacific island small states PSS 2014 2.405308e+06
425 Pacific island small states PSS 2013 2.379069e+06
426 Pacific island small states PSS 2012 2.353058e+06
427 Pacific island small states PSS 2011 2.327284e+06
428 Pacific island small states PSS 2010 2.301401e+06
429 Post-demographic dividend PST 2020 1.117418e+09
430 Post-demographic dividend PST 2019 1.113305e+09
431 Post-demographic dividend PST 2018 1.110123e+09
432 Post-demographic dividend PST 2017 1.106213e+09
433 Post-demographic dividend PST 2016 1.102020e+09
434 Post-demographic dividend PST 2015 1.097061e+09
435 Post-demographic dividend PST 2014 1.092180e+09
436 Post-demographic dividend PST 2013 1.087231e+09
437 Post-demographic dividend PST 2012 1.082489e+09
438 Post-demographic dividend PST 2011 1.077987e+09
439 Post-demographic dividend PST 2010 1.075046e+09
440 Pre-demographic dividend PRE 2020 9.842134e+08
441 Pre-demographic dividend PRE 2019 9.575032e+08
442 Pre-demographic dividend PRE 2018 9.314672e+08
443 Pre-demographic dividend PRE 2017 9.059879e+08
444 Pre-demographic dividend PRE 2016 8.808915e+08
445 Pre-demographic dividend PRE 2015 8.564203e+08
446 Pre-demographic dividend PRE 2014 8.324698e+08
447 Pre-demographic dividend PRE 2013 8.085421e+08
448 Pre-demographic dividend PRE 2012 7.848228e+08
449 Pre-demographic dividend PRE 2011 7.617171e+08
450 Pre-demographic dividend PRE 2010 7.395260e+08
451 Small states SST 2020 4.239305e+07
452 Small states SST 2019 4.196565e+07
453 Small states SST 2018 4.137937e+07
454 Small states SST 2017 4.072821e+07
455 Small states SST 2016 4.003308e+07
456 Small states SST 2015 3.927707e+07
457 Small states SST 2014 3.849390e+07
458 Small states SST 2013 3.774074e+07
459 Small states SST 2012 3.705933e+07
460 Small states SST 2011 3.644456e+07
461 Small states SST 2010 3.587182e+07
462 South Asia SAS 2020 1.882532e+09
463 South Asia SAS 2019 1.861599e+09
464 South Asia SAS 2018 1.840534e+09
465 South Asia SAS 2017 1.818932e+09
466 South Asia SAS 2016 1.797073e+09
467 South Asia SAS 2015 1.775545e+09
468 South Asia SAS 2014 1.754030e+09
469 South Asia SAS 2013 1.731684e+09
470 South Asia SAS 2012 1.708707e+09
471 South Asia SAS 2011 1.684898e+09
472 South Asia SAS 2010 1.660546e+09
473 South Asia (IDA & IBRD) TSA 2020 1.882532e+09
474 South Asia (IDA & IBRD) TSA 2019 1.861599e+09
475 South Asia (IDA & IBRD) TSA 2018 1.840534e+09
476 South Asia (IDA & IBRD) TSA 2017 1.818932e+09
477 South Asia (IDA & IBRD) TSA 2016 1.797073e+09
478 South Asia (IDA & IBRD) TSA 2015 1.775545e+09
479 South Asia (IDA & IBRD) TSA 2014 1.754030e+09
480 South Asia (IDA & IBRD) TSA 2013 1.731684e+09
481 South Asia (IDA & IBRD) TSA 2012 1.708707e+09
482 South Asia (IDA & IBRD) TSA 2011 1.684898e+09
483 South Asia (IDA & IBRD) TSA 2010 1.660546e+09
484 Sub-Saharan Africa SSF 2020 1.151302e+09
485 Sub-Saharan Africa SSF 2019 1.121549e+09
486 Sub-Saharan Africa SSF 2018 1.092404e+09
487 Sub-Saharan Africa SSF 2017 1.063885e+09
488 Sub-Saharan Africa SSF 2016 1.036156e+09
489 Sub-Saharan Africa SSF 2015 1.008699e+09
490 Sub-Saharan Africa SSF 2014 9.815066e+08
491 Sub-Saharan Africa SSF 2013 9.550967e+08
492 Sub-Saharan Africa SSF 2012 9.293287e+08
493 Sub-Saharan Africa SSF 2011 9.042822e+08
494 Sub-Saharan Africa SSF 2010 8.797974e+08
495 Sub-Saharan Africa (excluding high income) SSA 2020 1.151204e+09
496 Sub-Saharan Africa (excluding high income) SSA 2019 1.121451e+09
497 Sub-Saharan Africa (excluding high income) SSA 2018 1.092307e+09
498 Sub-Saharan Africa (excluding high income) SSA 2017 1.063789e+09
499 Sub-Saharan Africa (excluding high income) SSA 2016 1.036061e+09
500 Sub-Saharan Africa (excluding high income) SSA 2015 1.008605e+09
501 Sub-Saharan Africa (excluding high income) SSA 2014 9.814152e+08
502 Sub-Saharan Africa (excluding high income) SSA 2013 9.550068e+08
503 Sub-Saharan Africa (excluding high income) SSA 2012 9.292404e+08
504 Sub-Saharan Africa (excluding high income) SSA 2011 9.041947e+08
505 Sub-Saharan Africa (excluding high income) SSA 2010 8.797076e+08
506 Sub-Saharan Africa (IDA & IBRD countries) TSS 2020 1.151302e+09
507 Sub-Saharan Africa (IDA & IBRD countries) TSS 2019 1.121549e+09
508 Sub-Saharan Africa (IDA & IBRD countries) TSS 2018 1.092404e+09
509 Sub-Saharan Africa (IDA & IBRD countries) TSS 2017 1.063885e+09
510 Sub-Saharan Africa (IDA & IBRD countries) TSS 2016 1.036156e+09
511 Sub-Saharan Africa (IDA & IBRD countries) TSS 2015 1.008699e+09
512 Sub-Saharan Africa (IDA & IBRD countries) TSS 2014 9.815066e+08
513 Sub-Saharan Africa (IDA & IBRD countries) TSS 2013 9.550967e+08
514 Sub-Saharan Africa (IDA & IBRD countries) TSS 2012 9.293287e+08
515 Sub-Saharan Africa (IDA & IBRD countries) TSS 2011 9.042822e+08
516 Sub-Saharan Africa (IDA & IBRD countries) TSS 2010 8.797974e+08
517 Upper middle income 2020 2.765717e+09
518 Upper middle income 2019 2.752026e+09
519 Upper middle income 2018 2.735018e+09
520 Upper middle income 2017 2.716215e+09
521 Upper middle income 2016 2.695996e+09
522 Upper middle income 2015 2.675825e+09
523 Upper middle income 2014 2.654785e+09
524 Upper middle income 2013 2.632879e+09
525 Upper middle income 2012 2.610196e+09
526 Upper middle income 2011 2.587915e+09
527 Upper middle income 2010 2.567923e+09
528 World WLD 2020 7.820206e+09
529 World WLD 2019 7.741775e+09
530 World WLD 2018 7.660371e+09
531 World WLD 2017 7.576442e+09
532 World WLD 2016 7.490415e+09
533 World WLD 2015 7.403850e+09
534 World WLD 2014 7.317040e+09
535 World WLD 2013 7.229303e+09
536 World WLD 2012 7.141386e+09
537 World WLD 2011 7.054044e+09
538 World WLD 2010 6.969986e+09
539 Afghanistan AFG 2020 3.897223e+07
540 Afghanistan AFG 2019 3.776950e+07
541 Afghanistan AFG 2018 3.668678e+07
542 Afghanistan AFG 2017 3.564342e+07
543 Afghanistan AFG 2016 3.463621e+07
544 Afghanistan AFG 2015 3.375350e+07
545 Afghanistan AFG 2014 3.271621e+07
546 Afghanistan AFG 2013 3.154121e+07
547 Afghanistan AFG 2012 3.046648e+07
548 Afghanistan AFG 2011 2.924916e+07
549 Afghanistan AFG 2010 2.818967e+07
550 Albania ALB 2020 2.837849e+06
551 Albania ALB 2019 2.854191e+06
552 Albania ALB 2018 2.866376e+06
553 Albania ALB 2017 2.873457e+06
554 Albania ALB 2016 2.876101e+06
555 Albania ALB 2015 2.880703e+06
556 Albania ALB 2014 2.889104e+06
557 Albania ALB 2013 2.895092e+06
558 Albania ALB 2012 2.900401e+06
559 Albania ALB 2011 2.905195e+06
560 Albania ALB 2010 2.913021e+06
561 Algeria DZA 2020 4.345167e+07
562 Algeria DZA 2019 4.270537e+07
563 Algeria DZA 2018 4.192701e+07
564 Algeria DZA 2017 4.113655e+07
565 Algeria DZA 2016 4.033933e+07
566 Algeria DZA 2015 3.954315e+07
567 Algeria DZA 2014 3.876017e+07
568 Algeria DZA 2013 3.800063e+07
569 Algeria DZA 2012 3.726056e+07
570 Algeria DZA 2011 3.654354e+07
571 Algeria DZA 2010 3.585634e+07
572 American Samoa ASM 2020 4.618900e+04
573 American Samoa ASM 2019 4.732100e+04
574 American Samoa ASM 2018 4.842400e+04
575 American Samoa ASM 2017 4.946300e+04
576 American Samoa ASM 2016 5.044800e+04
577 American Samoa ASM 2015 5.136800e+04
578 American Samoa ASM 2014 5.221700e+04
579 American Samoa ASM 2013 5.299500e+04
580 American Samoa ASM 2012 5.369100e+04
581 American Samoa ASM 2011 5.431000e+04
582 American Samoa ASM 2010 5.484900e+04
583 Andorra AND 2020 7.770000e+04
584 Andorra AND 2019 7.634300e+04
585 Andorra AND 2018 7.501300e+04
586 Andorra AND 2017 7.383700e+04
587 Andorra AND 2016 7.254000e+04
588 Andorra AND 2015 7.174600e+04
589 Andorra AND 2014 7.162100e+04
590 Andorra AND 2013 7.136700e+04
591 Andorra AND 2012 7.101300e+04
592 Andorra AND 2011 7.056700e+04
593 Andorra AND 2010 7.151900e+04
594 Angola AGO 2020 3.342849e+07
595 Angola AGO 2019 3.235359e+07
596 Angola AGO 2018 3.127353e+07
597 Angola AGO 2017 3.020863e+07
598 Angola AGO 2016 2.915475e+07
599 Angola AGO 2015 2.812772e+07
600 Angola AGO 2014 2.712834e+07
601 Angola AGO 2013 2.614700e+07
602 Angola AGO 2012 2.518829e+07
603 Angola AGO 2011 2.425911e+07
604 Angola AGO 2010 2.336418e+07
605 Antigua and Barbuda ATG 2020 9.266400e+04
606 Antigua and Barbuda ATG 2019 9.211700e+04
607 Antigua and Barbuda ATG 2018 9.162600e+04
608 Antigua and Barbuda ATG 2017 9.111900e+04
609 Antigua and Barbuda ATG 2016 9.056400e+04
610 Antigua and Barbuda ATG 2015 8.994100e+04
611 Antigua and Barbuda ATG 2014 8.923600e+04
612 Antigua and Barbuda ATG 2013 8.849700e+04
613 Antigua and Barbuda ATG 2012 8.767400e+04
614 Antigua and Barbuda ATG 2011 8.672900e+04
615 Antigua and Barbuda ATG 2010 8.569500e+04
616 Argentina ARG 2020 4.537676e+07
617 Argentina ARG 2019 4.493871e+07
618 Argentina ARG 2018 4.449450e+07
619 Argentina ARG 2017 4.404481e+07
620 Argentina ARG 2016 4.359037e+07
621 Argentina ARG 2015 4.313197e+07
622 Argentina ARG 2014 4.266950e+07
623 Argentina ARG 2013 4.220294e+07
624 Argentina ARG 2012 4.173327e+07
625 Argentina ARG 2011 4.126149e+07
626 Argentina ARG 2010 4.078845e+07
627 Armenia ARM 2020 2.805608e+06
628 Armenia ARM 2019 2.820602e+06
629 Armenia ARM 2018 2.836557e+06
630 Armenia ARM 2017 2.851923e+06
631 Armenia ARM 2016 2.865835e+06
632 Armenia ARM 2015 2.878595e+06
633 Armenia ARM 2014 2.889930e+06
634 Armenia ARM 2013 2.901385e+06
635 Armenia ARM 2012 2.914421e+06
636 Armenia ARM 2011 2.928976e+06
637 Armenia ARM 2010 2.946293e+06
638 Aruba ABW 2020 1.065850e+05
639 Aruba ABW 2019 1.064420e+05
640 Aruba ABW 2018 1.059620e+05
641 Aruba ABW 2017 1.054390e+05
642 Aruba ABW 2016 1.048740e+05
643 Aruba ABW 2015 1.042570e+05
644 Aruba ABW 2014 1.035940e+05
645 Aruba ABW 2013 1.028800e+05
646 Aruba ABW 2012 1.021120e+05
647 Aruba ABW 2011 1.012880e+05
648 Aruba ABW 2010 1.003410e+05
649 Australia AUS 2020 2.564925e+07
650 Australia AUS 2019 2.533483e+07
651 Australia AUS 2018 2.496326e+07
652 Australia AUS 2017 2.459259e+07
653 Australia AUS 2016 2.419091e+07
654 Australia AUS 2015 2.381600e+07
655 Australia AUS 2014 2.347569e+07
656 Australia AUS 2013 2.312813e+07
657 Australia AUS 2012 2.273346e+07
658 Australia AUS 2011 2.234002e+07
659 Australia AUS 2010 2.203175e+07
660 Austria AUT 2020 8.916864e+06
661 Austria AUT 2019 8.879920e+06
662 Austria AUT 2018 8.840521e+06
663 Austria AUT 2017 8.797566e+06
664 Austria AUT 2016 8.736668e+06
665 Austria AUT 2015 8.642699e+06
666 Austria AUT 2014 8.546356e+06
667 Austria AUT 2013 8.479823e+06
668 Austria AUT 2012 8.429991e+06
669 Austria AUT 2011 8.391643e+06
670 Austria AUT 2010 8.363404e+06
671 Azerbaijan AZE 2020 1.009312e+07
672 Azerbaijan AZE 2019 1.002428e+07
673 Azerbaijan AZE 2018 9.939771e+06
674 Azerbaijan AZE 2017 9.854033e+06
675 Azerbaijan AZE 2016 9.757812e+06
676 Azerbaijan AZE 2015 9.649341e+06
677 Azerbaijan AZE 2014 9.535079e+06
678 Azerbaijan AZE 2013 9.416801e+06
679 Azerbaijan AZE 2012 9.295784e+06
680 Azerbaijan AZE 2011 9.173082e+06
681 Azerbaijan AZE 2010 9.054332e+06
682 Bahamas, The BHS 2020 4.064710e+05
683 Bahamas, The BHS 2019 4.045570e+05
684 Bahamas, The BHS 2018 4.019060e+05
685 Bahamas, The BHS 2017 3.990200e+05
686 Bahamas, The BHS 2016 3.959760e+05
687 Bahamas, The BHS 2015 3.926970e+05
688 Bahamas, The BHS 2014 3.891310e+05
689 Bahamas, The BHS 2013 3.856500e+05
690 Bahamas, The BHS 2012 3.820610e+05
691 Bahamas, The BHS 2011 3.779500e+05
692 Bahamas, The BHS 2010 3.732720e+05
693 Bahrain BHR 2020 1.477469e+06
694 Bahrain BHR 2019 1.494188e+06
695 Bahrain BHR 2018 1.487340e+06
696 Bahrain BHR 2017 1.456834e+06
697 Bahrain BHR 2016 1.409661e+06
698 Bahrain BHR 2015 1.362142e+06
699 Bahrain BHR 2014 1.311134e+06
700 Bahrain BHR 2013 1.261673e+06
701 Bahrain BHR 2012 1.224939e+06
702 Bahrain BHR 2011 1.212077e+06
703 Bahrain BHR 2010 1.213645e+06
704 Bangladesh BGD 2020 1.674210e+08
705 Bangladesh BGD 2019 1.655162e+08
706 Bangladesh BGD 2018 1.636840e+08
707 Bangladesh BGD 2017 1.617940e+08
708 Bangladesh BGD 2016 1.597846e+08
709 Bangladesh BGD 2015 1.578300e+08
710 Bangladesh BGD 2014 1.559613e+08
711 Bangladesh BGD 2013 1.540301e+08
712 Bangladesh BGD 2012 1.520906e+08
713 Bangladesh BGD 2011 1.502110e+08
714 Bangladesh BGD 2010 1.483911e+08
715 Barbados BRB 2020 2.806930e+05
716 Barbados BRB 2019 2.801800e+05
717 Barbados BRB 2018 2.796880e+05
718 Barbados BRB 2017 2.791870e+05
719 Barbados BRB 2016 2.786490e+05
720 Barbados BRB 2015 2.780830e+05
721 Barbados BRB 2014 2.774930e+05
722 Barbados BRB 2013 2.768650e+05
723 Barbados BRB 2012 2.761970e+05
724 Barbados BRB 2011 2.754860e+05
725 Barbados BRB 2010 2.747110e+05
726 Belarus BLR 2020 9.379952e+06
727 Belarus BLR 2019 9.419758e+06
728 Belarus BLR 2018 9.438785e+06
729 Belarus BLR 2017 9.458989e+06
730 Belarus BLR 2016 9.469379e+06
731 Belarus BLR 2015 9.461076e+06
732 Belarus BLR 2014 9.448515e+06
733 Belarus BLR 2013 9.443211e+06
734 Belarus BLR 2012 9.446836e+06
735 Belarus BLR 2011 9.461643e+06
736 Belarus BLR 2010 9.483836e+06
737 Belgium BEL 2020 1.153860e+07
738 Belgium BEL 2019 1.148898e+07
739 Belgium BEL 2018 1.142705e+07
740 Belgium BEL 2017 1.137516e+07
741 Belgium BEL 2016 1.133142e+07
742 Belgium BEL 2015 1.127420e+07
743 Belgium BEL 2014 1.120906e+07
744 Belgium BEL 2013 1.115941e+07
745 Belgium BEL 2012 1.110693e+07
746 Belgium BEL 2011 1.103826e+07
747 Belgium BEL 2010 1.089559e+07
748 Belize BLZ 2020 3.949210e+05
749 Belize BLZ 2019 3.890950e+05
750 Belize BLZ 2018 3.820660e+05
751 Belize BLZ 2017 3.746930e+05
752 Belize BLZ 2016 3.673130e+05
753 Belize BLZ 2015 3.598710e+05
754 Belize BLZ 2014 3.523350e+05
755 Belize BLZ 2013 3.446880e+05
756 Belize BLZ 2012 3.370590e+05
757 Belize BLZ 2011 3.295380e+05
758 Belize BLZ 2010 3.221060e+05
759 Benin BEN 2020 1.264312e+07
760 Benin BEN 2019 1.229044e+07
761 Benin BEN 2018 1.194068e+07
762 Benin BEN 2017 1.159678e+07
763 Benin BEN 2016 1.126008e+07
764 Benin BEN 2015 1.093278e+07
765 Benin BEN 2014 1.061484e+07
766 Benin BEN 2013 1.030873e+07
767 Benin BEN 2012 1.001408e+07
768 Benin BEN 2011 9.726380e+06
769 Benin BEN 2010 9.445710e+06
770 Bermuda BMU 2020 6.389300e+04
771 Bermuda BMU 2019 6.391100e+04
772 Bermuda BMU 2018 6.391800e+04
773 Bermuda BMU 2017 6.387300e+04
774 Bermuda BMU 2016 6.455400e+04
775 Bermuda BMU 2015 6.523700e+04
776 Bermuda BMU 2014 6.513800e+04
777 Bermuda BMU 2013 6.500100e+04
778 Bermuda BMU 2012 6.479800e+04
779 Bermuda BMU 2011 6.456400e+04
780 Bermuda BMU 2010 6.512400e+04
781 Bhutan BTN 2020 7.725060e+05
782 Bhutan BTN 2019 7.674590e+05
783 Bhutan BTN 2018 7.620960e+05
784 Bhutan BTN 2017 7.561210e+05
785 Bhutan BTN 2016 7.497610e+05
786 Bhutan BTN 2015 7.432740e+05
787 Bhutan BTN 2014 7.363570e+05
788 Bhutan BTN 2013 7.288890e+05
789 Bhutan BTN 2012 7.211450e+05
790 Bhutan BTN 2011 7.133310e+05
791 Bhutan BTN 2010 7.055160e+05
792 Bolivia BOL 2020 1.193616e+07
793 Bolivia BOL 2019 1.177732e+07
794 Bolivia BOL 2018 1.160690e+07
795 Bolivia BOL 2017 1.143553e+07
796 Bolivia BOL 2016 1.126302e+07
797 Bolivia BOL 2015 1.109008e+07
798 Bolivia BOL 2014 1.091699e+07
799 Bolivia BOL 2013 1.074335e+07
800 Bolivia BOL 2012 1.056970e+07
801 Bolivia BOL 2011 1.039625e+07
802 Bolivia BOL 2010 1.022327e+07
803 Bosnia and Herzegovina BIH 2020 3.318407e+06
804 Bosnia and Herzegovina BIH 2019 3.360711e+06
805 Bosnia and Herzegovina BIH 2018 3.400129e+06
806 Bosnia and Herzegovina BIH 2017 3.440027e+06
807 Bosnia and Herzegovina BIH 2016 3.480986e+06
808 Bosnia and Herzegovina BIH 2015 3.524324e+06
809 Bosnia and Herzegovina BIH 2014 3.571068e+06
810 Bosnia and Herzegovina BIH 2013 3.617559e+06
811 Bosnia and Herzegovina BIH 2012 3.674374e+06
812 Bosnia and Herzegovina BIH 2011 3.743142e+06
813 Bosnia and Herzegovina BIH 2010 3.811088e+06
814 Botswana BWA 2020 2.546402e+06
815 Botswana BWA 2019 2.499702e+06
816 Botswana BWA 2018 2.451409e+06
817 Botswana BWA 2017 2.401840e+06
818 Botswana BWA 2016 2.352416e+06
819 Botswana BWA 2015 2.305171e+06
820 Botswana BWA 2014 2.260376e+06
821 Botswana BWA 2013 2.217278e+06
822 Botswana BWA 2012 2.175425e+06
823 Botswana BWA 2011 2.134037e+06
824 Botswana BWA 2010 2.091664e+06
825 Brazil BRA 2020 2.131963e+08
826 Brazil BRA 2019 2.117829e+08
827 Brazil BRA 2018 2.101666e+08
828 Brazil BRA 2017 2.085050e+08
829 Brazil BRA 2016 2.068596e+08
830 Brazil BRA 2015 2.051882e+08
831 Brazil BRA 2014 2.034596e+08
832 Brazil BRA 2013 2.017218e+08
833 Brazil BRA 2012 1.999777e+08
834 Brazil BRA 2011 1.981853e+08
835 Brazil BRA 2010 1.963535e+08
836 British Virgin Islands VGB 2020 3.091000e+04
837 British Virgin Islands VGB 2019 3.061000e+04
838 British Virgin Islands VGB 2018 3.033500e+04
839 British Virgin Islands VGB 2017 3.006000e+04
840 British Virgin Islands VGB 2016 2.973900e+04
841 British Virgin Islands VGB 2015 2.936600e+04
842 British Virgin Islands VGB 2014 2.897100e+04
843 British Virgin Islands VGB 2013 2.865700e+04
844 British Virgin Islands VGB 2012 2.842100e+04
845 British Virgin Islands VGB 2011 2.796200e+04
846 British Virgin Islands VGB 2010 2.755600e+04
847 Brunei Darussalam BRN 2020 4.417250e+05
848 Brunei Darussalam BRN 2019 4.380480e+05
849 Brunei Darussalam BRN 2018 4.342740e+05
850 Brunei Darussalam BRN 2017 4.302760e+05
851 Brunei Darussalam BRN 2016 4.259940e+05
852 Brunei Darussalam BRN 2015 4.214370e+05
853 Brunei Darussalam BRN 2014 4.166560e+05
854 Brunei Darussalam BRN 2013 4.117020e+05
855 Brunei Darussalam BRN 2012 4.066340e+05
856 Brunei Darussalam BRN 2011 4.015060e+05
857 Brunei Darussalam BRN 2010 3.960530e+05
858 Bulgaria BGR 2020 6.934015e+06
859 Bulgaria BGR 2019 6.975761e+06
860 Bulgaria BGR 2018 7.025037e+06
861 Bulgaria BGR 2017 7.075947e+06
862 Bulgaria BGR 2016 7.127822e+06
863 Bulgaria BGR 2015 7.177991e+06
864 Bulgaria BGR 2014 7.223938e+06
865 Bulgaria BGR 2013 7.265115e+06
866 Bulgaria BGR 2012 7.305888e+06
867 Bulgaria BGR 2011 7.348328e+06
868 Bulgaria BGR 2010 7.395599e+06
869 Burkina Faso BFA 2020 2.152263e+07
870 Burkina Faso BFA 2019 2.095164e+07
871 Burkina Faso BFA 2018 2.039272e+07
872 Burkina Faso BFA 2017 1.983586e+07
873 Burkina Faso BFA 2016 1.927550e+07
874 Burkina Faso BFA 2015 1.871802e+07
875 Burkina Faso BFA 2014 1.816984e+07
876 Burkina Faso BFA 2013 1.763641e+07
877 Burkina Faso BFA 2012 1.711373e+07
878 Burkina Faso BFA 2011 1.660265e+07
879 Burkina Faso BFA 2010 1.611684e+07
880 Burundi BDI 2020 1.222023e+07
881 Burundi BDI 2019 1.187484e+07
882 Burundi BDI 2018 1.149347e+07
883 Burundi BDI 2017 1.115559e+07
884 Burundi BDI 2016 1.090333e+07
885 Burundi BDI 2015 1.072715e+07
886 Burundi BDI 2014 1.049491e+07
887 Burundi BDI 2013 1.014958e+07
888 Burundi BDI 2012 9.795479e+06
889 Burundi BDI 2011 9.455733e+06
890 Burundi BDI 2010 9.126605e+06
891 Cabo Verde CPV 2020 5.826400e+05
892 Cabo Verde CPV 2019 5.770300e+05
893 Cabo Verde CPV 2018 5.712020e+05
894 Cabo Verde CPV 2017 5.649540e+05
895 Cabo Verde CPV 2016 5.583940e+05
896 Cabo Verde CPV 2015 5.521660e+05
897 Cabo Verde CPV 2014 5.460760e+05
898 Cabo Verde CPV 2013 5.399400e+05
899 Cabo Verde CPV 2012 5.338640e+05
900 Cabo Verde CPV 2011 5.275210e+05
901 Cabo Verde CPV 2010 5.212120e+05
902 Cambodia KHM 2020 1.639686e+07
903 Cambodia KHM 2019 1.620775e+07
904 Cambodia KHM 2018 1.602524e+07
905 Cambodia KHM 2017 1.583069e+07
906 Cambodia KHM 2016 1.562458e+07
907 Cambodia KHM 2015 1.541752e+07
908 Cambodia KHM 2014 1.521082e+07
909 Cambodia KHM 2013 1.499968e+07
910 Cambodia KHM 2012 1.478664e+07
911 Cambodia KHM 2011 1.457388e+07
912 Cambodia KHM 2010 1.436353e+07
913 Cameroon CMR 2020 2.649109e+07
914 Cameroon CMR 2019 2.578234e+07
915 Cameroon CMR 2018 2.507675e+07
916 Cameroon CMR 2017 2.439318e+07
917 Cameroon CMR 2016 2.371163e+07
918 Cameroon CMR 2015 2.301265e+07
919 Cameroon CMR 2014 2.229958e+07
920 Cameroon CMR 2013 2.163285e+07
921 Cameroon CMR 2012 2.103268e+07
922 Cameroon CMR 2011 2.044887e+07
923 Cameroon CMR 2010 1.987804e+07
924 Canada CAN 2020 3.800717e+07
925 Canada CAN 2019 3.760123e+07
926 Canada CAN 2018 3.706508e+07
927 Canada CAN 2017 3.654524e+07
928 Canada CAN 2016 3.610949e+07
929 Canada CAN 2015 3.570291e+07
930 Canada CAN 2014 3.543744e+07
931 Canada CAN 2013 3.508295e+07
932 Canada CAN 2012 3.471422e+07
933 Canada CAN 2011 3.433933e+07
934 Canada CAN 2010 3.400489e+07
935 Cayman Islands CYM 2020 6.731100e+04
936 Cayman Islands CYM 2019 6.613400e+04
937 Cayman Islands CYM 2018 6.488400e+04
938 Cayman Islands CYM 2017 6.358100e+04
939 Cayman Islands CYM 2016 6.225500e+04
940 Cayman Islands CYM 2015 6.091100e+04
941 Cayman Islands CYM 2014 5.955900e+04
942 Cayman Islands CYM 2013 5.821200e+04
943 Cayman Islands CYM 2012 5.686000e+04
944 Cayman Islands CYM 2011 5.549200e+04
945 Cayman Islands CYM 2010 5.407400e+04
946 Central African Republic CAF 2020 5.343020e+06
947 Central African Republic CAF 2019 5.209324e+06
948 Central African Republic CAF 2018 5.094780e+06
949 Central African Republic CAF 2017 4.996741e+06
950 Central African Republic CAF 2016 4.904177e+06
951 Central African Republic CAF 2015 4.819333e+06
952 Central African Republic CAF 2014 4.798734e+06
953 Central African Republic CAF 2013 4.802428e+06
954 Central African Republic CAF 2012 4.773306e+06
955 Central African Republic CAF 2011 4.732022e+06
956 Central African Republic CAF 2010 4.660067e+06
957 Chad TCD 2020 1.664470e+07
958 Chad TCD 2019 1.612687e+07
959 Chad TCD 2018 1.560421e+07
960 Chad TCD 2017 1.508588e+07
961 Chad TCD 2016 1.459258e+07
962 Chad TCD 2015 1.414027e+07
963 Chad TCD 2014 1.369713e+07
964 Chad TCD 2013 1.321677e+07
965 Chad TCD 2012 1.275491e+07
966 Chad TCD 2011 1.231773e+07
967 Chad TCD 2010 1.189473e+07
968 Channel Islands CHI 2020 1.711130e+05
969 Channel Islands CHI 2019 1.694100e+05
970 Channel Islands CHI 2018 1.672590e+05
971 Channel Islands CHI 2017 1.652150e+05
972 Channel Islands CHI 2016 1.637210e+05
973 Channel Islands CHI 2015 1.621900e+05
974 Channel Islands CHI 2014 1.609120e+05
975 Channel Islands CHI 2013 1.597940e+05
976 Channel Islands CHI 2012 1.586210e+05
977 Channel Islands CHI 2011 1.578190e+05
978 Channel Islands CHI 2010 1.569330e+05
979 Chile CHL 2020 1.930032e+07
980 Chile CHL 2019 1.903948e+07
981 Chile CHL 2018 1.870145e+07
982 Chile CHL 2017 1.836858e+07
983 Chile CHL 2016 1.808388e+07
984 Chile CHL 2015 1.787012e+07
985 Chile CHL 2014 1.768711e+07
986 Chile CHL 2013 1.750992e+07
987 Chile CHL 2012 1.734177e+07
988 Chile CHL 2011 1.717357e+07
989 Chile CHL 2010 1.700416e+07
990 China CHN 2020 1.411100e+09
991 China CHN 2019 1.407745e+09
992 China CHN 2018 1.402760e+09
993 China CHN 2017 1.396215e+09
994 China CHN 2016 1.387790e+09
995 China CHN 2015 1.379860e+09
996 China CHN 2014 1.371860e+09
997 China CHN 2013 1.363240e+09
998 China CHN 2012 1.354190e+09
999 China CHN 2011 1.345035e+09
1000 China CHN 2010 1.337705e+09
1001 Colombia COL 2020 5.093066e+07
1002 Colombia COL 2019 5.018741e+07
1003 Colombia COL 2018 4.927696e+07
1004 Colombia COL 2017 4.835167e+07
1005 Colombia COL 2016 4.762596e+07
1006 Colombia COL 2015 4.711973e+07
1007 Colombia COL 2014 4.667795e+07
1008 Colombia COL 2013 4.623793e+07
1009 Colombia COL 2012 4.578242e+07
1010 Colombia COL 2011 4.530890e+07
1011 Colombia COL 2010 4.481611e+07
1012 Comoros COM 2020 8.061660e+05
1013 Comoros COM 2019 7.909860e+05
1014 Comoros COM 2018 7.763130e+05
1015 Comoros COM 2017 7.616640e+05
1016 Comoros COM 2016 7.462320e+05
1017 Comoros COM 2015 7.302160e+05
1018 Comoros COM 2014 7.146120e+05
1019 Comoros COM 2013 6.993930e+05
1020 Comoros COM 2012 6.845530e+05
1021 Comoros COM 2011 6.700710e+05
1022 Comoros COM 2010 6.560240e+05
1023 Congo, Dem. Rep. COD 2020 9.285316e+07
1024 Congo, Dem. Rep. COD 2019 8.990689e+07
1025 Congo, Dem. Rep. COD 2018 8.708736e+07
1026 Congo, Dem. Rep. COD 2017 8.428327e+07
1027 Congo, Dem. Rep. COD 2016 8.143098e+07
1028 Congo, Dem. Rep. COD 2015 7.865690e+07
1029 Congo, Dem. Rep. COD 2014 7.603559e+07
1030 Congo, Dem. Rep. COD 2013 7.346002e+07
1031 Congo, Dem. Rep. COD 2012 7.099787e+07
1032 Congo, Dem. Rep. COD 2011 6.865427e+07
1033 Congo, Dem. Rep. COD 2010 6.639126e+07
1034 Congo, Rep. COG 2020 5.702174e+06
1035 Congo, Rep. COG 2019 5.570733e+06
1036 Congo, Rep. COG 2018 5.441062e+06
1037 Congo, Rep. COG 2017 5.312340e+06
1038 Congo, Rep. COG 2016 5.186824e+06
1039 Congo, Rep. COG 2015 5.064386e+06
1040 Congo, Rep. COG 2014 4.944861e+06
1041 Congo, Rep. COG 2013 4.828066e+06
1042 Congo, Rep. COG 2012 4.713257e+06
1043 Congo, Rep. COG 2011 4.584216e+06
1044 Congo, Rep. COG 2010 4.437884e+06
1045 Costa Rica CRI 2020 5.123105e+06
1046 Costa Rica CRI 2019 5.084532e+06
1047 Costa Rica CRI 2018 5.040734e+06
1048 Costa Rica CRI 2017 4.993842e+06
1049 Costa Rica CRI 2016 4.945205e+06
1050 Costa Rica CRI 2015 4.895242e+06
1051 Costa Rica CRI 2014 4.844288e+06
1052 Costa Rica CRI 2013 4.791535e+06
1053 Costa Rica CRI 2012 4.736593e+06
1054 Costa Rica CRI 2011 4.679926e+06
1055 Costa Rica CRI 2010 4.622252e+06
1056 Cote d'Ivoire CIV 2020 2.681179e+07
1057 Cote d'Ivoire CIV 2019 2.614755e+07
1058 Cote d'Ivoire CIV 2018 2.549399e+07
1059 Cote d'Ivoire CIV 2017 2.484802e+07
1060 Cote d'Ivoire CIV 2016 2.421362e+07
1061 Cote d'Ivoire CIV 2015 2.359674e+07
1062 Cote d'Ivoire CIV 2014 2.299556e+07
1063 Cote d'Ivoire CIV 2013 2.246927e+07
1064 Cote d'Ivoire CIV 2012 2.201071e+07
1065 Cote d'Ivoire CIV 2011 2.156291e+07
1066 Cote d'Ivoire CIV 2010 2.112004e+07
1067 Croatia HRV 2020 4.047680e+06
1068 Croatia HRV 2019 4.065253e+06
1069 Croatia HRV 2018 4.087843e+06
1070 Croatia HRV 2017 4.124531e+06
1071 Croatia HRV 2016 4.174349e+06
1072 Croatia HRV 2015 4.203604e+06
1073 Croatia HRV 2014 4.238389e+06
1074 Croatia HRV 2013 4.255689e+06
1075 Croatia HRV 2012 4.267558e+06
1076 Croatia HRV 2011 4.280622e+06
1077 Croatia HRV 2010 4.295427e+06
1078 Cuba CUB 2020 1.130070e+07
1079 Cuba CUB 2019 1.131670e+07
1080 Cuba CUB 2018 1.132824e+07
1081 Cuba CUB 2017 1.133640e+07
1082 Cuba CUB 2016 1.134201e+07
1083 Cuba CUB 2015 1.133989e+07
1084 Cuba CUB 2014 1.133203e+07
1085 Cuba CUB 2013 1.132158e+07
1086 Cuba CUB 2012 1.130929e+07
1087 Cuba CUB 2011 1.129871e+07
1088 Cuba CUB 2010 1.129042e+07
1089 Curacao CUW 2020 1.549470e+05
1090 Curacao CUW 2019 1.574410e+05
1091 Curacao CUW 2018 1.593360e+05
1092 Curacao CUW 2017 1.601750e+05
1093 Curacao CUW 2016 1.596640e+05
1094 Curacao CUW 2015 1.579800e+05
1095 Curacao CUW 2014 1.559090e+05
1096 Curacao CUW 2013 1.538220e+05
1097 Curacao CUW 2012 1.520880e+05
1098 Curacao CUW 2011 1.508310e+05
1099 Curacao CUW 2010 1.487030e+05
1100 Cyprus CYP 2020 1.237537e+06
1101 Cyprus CYP 2019 1.228836e+06
1102 Cyprus CYP 2018 1.218831e+06
1103 Cyprus CYP 2017 1.208523e+06
1104 Cyprus CYP 2016 1.197881e+06
1105 Cyprus CYP 2015 1.187280e+06
1106 Cyprus CYP 2014 1.176995e+06
1107 Cyprus CYP 2013 1.166968e+06
1108 Cyprus CYP 2012 1.156556e+06
1109 Cyprus CYP 2011 1.145086e+06
1110 Cyprus CYP 2010 1.129686e+06
1111 Czechia CZE 2020 1.069786e+07
1112 Czechia CZE 2019 1.067187e+07
1113 Czechia CZE 2018 1.062993e+07
1114 Czechia CZE 2017 1.059444e+07
1115 Czechia CZE 2016 1.056633e+07
1116 Czechia CZE 2015 1.054606e+07
1117 Czechia CZE 2014 1.052535e+07
1118 Czechia CZE 2013 1.051427e+07
1119 Czechia CZE 2012 1.051078e+07
1120 Czechia CZE 2011 1.049609e+07
1121 Czechia CZE 2010 1.047441e+07
1122 Denmark DNK 2020 5.831404e+06
1123 Denmark DNK 2019 5.814422e+06
1124 Denmark DNK 2018 5.793636e+06
1125 Denmark DNK 2017 5.764980e+06
1126 Denmark DNK 2016 5.728010e+06
1127 Denmark DNK 2015 5.683483e+06
1128 Denmark DNK 2014 5.643475e+06
1129 Denmark DNK 2013 5.614932e+06
1130 Denmark DNK 2012 5.591572e+06
1131 Denmark DNK 2011 5.570572e+06
1132 Denmark DNK 2010 5.547683e+06
1133 Djibouti DJI 2020 1.090156e+06
1134 Djibouti DJI 2019 1.073994e+06
1135 Djibouti DJI 2018 1.057198e+06
1136 Djibouti DJI 2017 1.040233e+06
1137 Djibouti DJI 2016 1.023261e+06
1138 Djibouti DJI 2015 1.006259e+06
1139 Djibouti DJI 2014 9.890870e+05
1140 Djibouti DJI 2013 9.717530e+05
1141 Djibouti DJI 2012 9.542970e+05
1142 Djibouti DJI 2011 9.368110e+05
1143 Djibouti DJI 2010 9.191990e+05
1144 Dominica DMA 2020 7.199500e+04
1145 Dominica DMA 2019 7.142800e+04
1146 Dominica DMA 2018 7.082300e+04
1147 Dominica DMA 2017 7.040300e+04
1148 Dominica DMA 2016 7.007500e+04
1149 Dominica DMA 2015 7.000700e+04
1150 Dominica DMA 2014 6.937100e+04
1151 Dominica DMA 2013 6.881900e+04
1152 Dominica DMA 2012 6.888800e+04
1153 Dominica DMA 2011 6.874200e+04
1154 Dominica DMA 2010 6.875500e+04
1155 Dominican Republic DOM 2020 1.099966e+07
1156 Dominican Republic DOM 2019 1.088188e+07
1157 Dominican Republic DOM 2018 1.076553e+07
1158 Dominican Republic DOM 2017 1.064724e+07
1159 Dominican Republic DOM 2016 1.052759e+07
1160 Dominican Republic DOM 2015 1.040583e+07
1161 Dominican Republic DOM 2014 1.028212e+07
1162 Dominican Republic DOM 2013 1.015705e+07
1163 Dominican Republic DOM 2012 1.003088e+07
1164 Dominican Republic DOM 2011 9.903737e+06
1165 Dominican Republic DOM 2010 9.775755e+06
1166 Ecuador ECU 2020 1.758860e+07
1167 Ecuador ECU 2019 1.734374e+07
1168 Ecuador ECU 2018 1.701567e+07
1169 Ecuador ECU 2017 1.669694e+07
1170 Ecuador ECU 2016 1.643958e+07
1171 Ecuador ECU 2015 1.619590e+07
1172 Ecuador ECU 2014 1.595799e+07
1173 Ecuador ECU 2013 1.572299e+07
1174 Ecuador ECU 2012 1.548388e+07
1175 Ecuador ECU 2011 1.523773e+07
1176 Ecuador ECU 2010 1.498958e+07
1177 Egypt, Arab Rep. EGY 2020 1.074651e+08
1178 Egypt, Arab Rep. EGY 2019 1.056187e+08
1179 Egypt, Arab Rep. EGY 2018 1.037408e+08
1180 Egypt, Arab Rep. EGY 2017 1.017894e+08
1181 Egypt, Arab Rep. EGY 2016 9.978403e+07
1182 Egypt, Arab Rep. EGY 2015 9.772380e+07
1183 Egypt, Arab Rep. EGY 2014 9.559232e+07
1184 Egypt, Arab Rep. EGY 2013 9.337789e+07
1185 Egypt, Arab Rep. EGY 2012 9.124038e+07
1186 Egypt, Arab Rep. EGY 2011 8.920005e+07
1187 Egypt, Arab Rep. EGY 2010 8.725241e+07
1188 El Salvador SLV 2020 6.292731e+06
1189 El Salvador SLV 2019 6.280217e+06
1190 El Salvador SLV 2018 6.276342e+06
1191 El Salvador SLV 2017 6.266654e+06
1192 El Salvador SLV 2016 6.250510e+06
1193 El Salvador SLV 2015 6.231066e+06
1194 El Salvador SLV 2014 6.209526e+06
1195 El Salvador SLV 2013 6.185642e+06
1196 El Salvador SLV 2012 6.161289e+06
1197 El Salvador SLV 2011 6.137349e+06
1198 El Salvador SLV 2010 6.114034e+06
1199 Equatorial Guinea GNQ 2020 1.596049e+06
1200 Equatorial Guinea GNQ 2019 1.553031e+06
1201 Equatorial Guinea GNQ 2018 1.502091e+06
1202 Equatorial Guinea GNQ 2017 1.450694e+06
1203 Equatorial Guinea GNQ 2016 1.398927e+06
1204 Equatorial Guinea GNQ 2015 1.346973e+06
1205 Equatorial Guinea GNQ 2014 1.295183e+06
1206 Equatorial Guinea GNQ 2013 1.243941e+06
1207 Equatorial Guinea GNQ 2012 1.193636e+06
1208 Equatorial Guinea GNQ 2011 1.144588e+06
1209 Equatorial Guinea GNQ 2010 1.094524e+06
1210 Eritrea ERI 2020 3.555868e+06
1211 Eritrea ERI 2019 3.498818e+06
1212 Eritrea ERI 2018 3.445374e+06
1213 Eritrea ERI 2017 3.396933e+06
1214 Eritrea ERI 2016 3.365287e+06
1215 Eritrea ERI 2015 3.340006e+06
1216 Eritrea ERI 2014 3.323425e+06
1217 Eritrea ERI 2013 3.296367e+06
1218 Eritrea ERI 2012 3.252596e+06
1219 Eritrea ERI 2011 3.207570e+06
1220 Eritrea ERI 2010 3.147727e+06
1221 Estonia EST 2020 1.329522e+06
1222 Estonia EST 2019 1.326898e+06
1223 Estonia EST 2018 1.321977e+06
1224 Estonia EST 2017 1.317384e+06
1225 Estonia EST 2016 1.315790e+06
1226 Estonia EST 2015 1.315407e+06
1227 Estonia EST 2014 1.314545e+06
1228 Estonia EST 2013 1.317997e+06
1229 Estonia EST 2012 1.322696e+06
1230 Estonia EST 2011 1.327439e+06
1231 Estonia EST 2010 1.331475e+06
1232 Eswatini SWZ 2020 1.180655e+06
1233 Eswatini SWZ 2019 1.169613e+06
1234 Eswatini SWZ 2018 1.160428e+06
1235 Eswatini SWZ 2017 1.151390e+06
1236 Eswatini SWZ 2016 1.142524e+06
1237 Eswatini SWZ 2015 1.133936e+06
1238 Eswatini SWZ 2014 1.125865e+06
1239 Eswatini SWZ 2013 1.118319e+06
1240 Eswatini SWZ 2012 1.111444e+06
1241 Eswatini SWZ 2011 1.105371e+06
1242 Eswatini SWZ 2010 1.099920e+06
1243 Ethiopia ETH 2020 1.171909e+08
1244 Ethiopia ETH 2019 1.141206e+08
1245 Ethiopia ETH 2018 1.111294e+08
1246 Ethiopia ETH 2017 1.081980e+08
1247 Ethiopia ETH 2016 1.052932e+08
1248 Ethiopia ETH 2015 1.024719e+08
1249 Ethiopia ETH 2014 9.974677e+07
1250 Ethiopia ETH 2013 9.708437e+07
1251 Ethiopia ETH 2012 9.445128e+07
1252 Ethiopia ETH 2011 9.181793e+07
1253 Ethiopia ETH 2010 8.923779e+07
1254 Faroe Islands FRO 2020 5.241500e+04
1255 Faroe Islands FRO 2019 5.168100e+04
1256 Faroe Islands FRO 2018 5.095500e+04
1257 Faroe Islands FRO 2017 5.023000e+04
1258 Faroe Islands FRO 2016 4.950000e+04
1259 Faroe Islands FRO 2015 4.881600e+04
1260 Faroe Islands FRO 2014 4.846500e+04
1261 Faroe Islands FRO 2013 4.841800e+04
1262 Faroe Islands FRO 2012 4.839200e+04
1263 Faroe Islands FRO 2011 4.838600e+04
1264 Faroe Islands FRO 2010 4.841000e+04
1265 Fiji FJI 2020 9.204220e+05
1266 Fiji FJI 2019 9.184650e+05
1267 Fiji FJI 2018 9.189960e+05
1268 Fiji FJI 2017 9.190190e+05
1269 Fiji FJI 2016 9.183710e+05
1270 Fiji FJI 2015 9.172000e+05
1271 Fiji FJI 2014 9.155600e+05
1272 Fiji FJI 2013 9.134530e+05
1273 Fiji FJI 2012 9.110590e+05
1274 Fiji FJI 2011 9.083550e+05
1275 Fiji FJI 2010 9.051690e+05
1276 Finland FIN 2020 5.529543e+06
1277 Finland FIN 2019 5.521606e+06
1278 Finland FIN 2018 5.515525e+06
1279 Finland FIN 2017 5.508214e+06
1280 Finland FIN 2016 5.495303e+06
1281 Finland FIN 2015 5.479531e+06
1282 Finland FIN 2014 5.461512e+06
1283 Finland FIN 2013 5.438972e+06
1284 Finland FIN 2012 5.413971e+06
1285 Finland FIN 2011 5.388272e+06
1286 Finland FIN 2010 5.363352e+06
1287 France FRA 2020 6.757111e+07
1288 France FRA 2019 6.738800e+07
1289 France FRA 2018 6.715835e+07
1290 France FRA 2017 6.691802e+07
1291 France FRA 2016 6.672410e+07
1292 France FRA 2015 6.654827e+07
1293 France FRA 2014 6.631207e+07
1294 France FRA 2013 6.600229e+07
1295 France FRA 2012 6.566224e+07
1296 France FRA 2011 6.534523e+07
1297 France FRA 2010 6.503058e+07
1298 French Polynesia PYF 2020 3.019200e+05
1299 French Polynesia PYF 2019 2.997170e+05
1300 French Polynesia PYF 2018 2.976060e+05
1301 French Polynesia PYF 2017 2.954500e+05
1302 French Polynesia PYF 2016 2.935410e+05
1303 French Polynesia PYF 2015 2.917870e+05
1304 French Polynesia PYF 2014 2.898730e+05
1305 French Polynesia PYF 2013 2.880320e+05
1306 French Polynesia PYF 2012 2.865840e+05
1307 French Polynesia PYF 2011 2.852650e+05
1308 French Polynesia PYF 2010 2.837880e+05
1309 Gabon GAB 2020 2.292573e+06
1310 Gabon GAB 2019 2.242785e+06
1311 Gabon GAB 2018 2.192012e+06
1312 Gabon GAB 2017 2.140215e+06
1313 Gabon GAB 2016 2.086206e+06
1314 Gabon GAB 2015 2.028517e+06
1315 Gabon GAB 2014 1.966855e+06
1316 Gabon GAB 2013 1.902226e+06
1317 Gabon GAB 2012 1.836705e+06
1318 Gabon GAB 2011 1.772500e+06
1319 Gabon GAB 2010 1.711105e+06
1320 Gambia, The GMB 2020 2.573995e+06
1321 Gambia, The GMB 2019 2.508883e+06
1322 Gambia, The GMB 2018 2.444916e+06
1323 Gambia, The GMB 2017 2.381182e+06
1324 Gambia, The GMB 2016 2.317206e+06
1325 Gambia, The GMB 2015 2.253133e+06
1326 Gambia, The GMB 2014 2.189019e+06
1327 Gambia, The GMB 2013 2.124869e+06
1328 Gambia, The GMB 2012 2.061014e+06
1329 Gambia, The GMB 2011 1.998212e+06
1330 Gambia, The GMB 2010 1.937275e+06
1331 Georgia GEO 2020 3.722716e+06
1332 Georgia GEO 2019 3.720161e+06
1333 Georgia GEO 2018 3.726549e+06
1334 Georgia GEO 2017 3.728004e+06
1335 Georgia GEO 2016 3.727505e+06
1336 Georgia GEO 2015 3.725276e+06
1337 Georgia GEO 2014 3.719414e+06
1338 Georgia GEO 2013 3.717668e+06
1339 Georgia GEO 2012 3.728874e+06
1340 Georgia GEO 2011 3.756441e+06
1341 Georgia GEO 2010 3.786695e+06
1342 Germany DEU 2020 8.316087e+07
1343 Germany DEU 2019 8.309296e+07
1344 Germany DEU 2018 8.290578e+07
1345 Germany DEU 2017 8.265700e+07
1346 Germany DEU 2016 8.234867e+07
1347 Germany DEU 2015 8.168661e+07
1348 Germany DEU 2014 8.098250e+07
1349 Germany DEU 2013 8.064560e+07
1350 Germany DEU 2012 8.042582e+07
1351 Germany DEU 2011 8.027498e+07
1352 Germany DEU 2010 8.177693e+07
1353 Ghana GHA 2020 3.218040e+07
1354 Ghana GHA 2019 3.152229e+07
1355 Ghana GHA 2018 3.087064e+07
1356 Ghana GHA 2017 3.022226e+07
1357 Ghana GHA 2016 2.955430e+07
1358 Ghana GHA 2015 2.887094e+07
1359 Ghana GHA 2014 2.819636e+07
1360 Ghana GHA 2013 2.752560e+07
1361 Ghana GHA 2012 2.685876e+07
1362 Ghana GHA 2011 2.620594e+07
1363 Ghana GHA 2010 2.557472e+07
1364 Gibraltar GIB 2020 3.270900e+04
1365 Gibraltar GIB 2019 3.268500e+04
1366 Gibraltar GIB 2018 3.264800e+04
1367 Gibraltar GIB 2017 3.260200e+04
1368 Gibraltar GIB 2016 3.256500e+04
1369 Gibraltar GIB 2015 3.252000e+04
1370 Gibraltar GIB 2014 3.245200e+04
1371 Gibraltar GIB 2013 3.241100e+04
1372 Gibraltar GIB 2012 3.216000e+04
1373 Gibraltar GIB 2011 3.170100e+04
1374 Gibraltar GIB 2010 3.126200e+04
1375 Greece GRC 2020 1.069860e+07
1376 Greece GRC 2019 1.072158e+07
1377 Greece GRC 2018 1.073288e+07
1378 Greece GRC 2017 1.075468e+07
1379 Greece GRC 2016 1.077597e+07
1380 Greece GRC 2015 1.082088e+07
1381 Greece GRC 2014 1.089241e+07
1382 Greece GRC 2013 1.096521e+07
1383 Greece GRC 2012 1.104501e+07
1384 Greece GRC 2011 1.110490e+07
1385 Greece GRC 2010 1.112134e+07
1386 Greenland GRL 2020 5.636700e+04
1387 Greenland GRL 2019 5.622500e+04
1388 Greenland GRL 2018 5.602300e+04
1389 Greenland GRL 2017 5.617200e+04
1390 Greenland GRL 2016 5.618600e+04
1391 Greenland GRL 2015 5.611400e+04
1392 Greenland GRL 2014 5.629500e+04
1393 Greenland GRL 2013 5.648300e+04
1394 Greenland GRL 2012 5.681000e+04
1395 Greenland GRL 2011 5.689000e+04
1396 Greenland GRL 2010 5.690500e+04
1397 Grenada GRD 2020 1.236630e+05
1398 Grenada GRD 2019 1.227240e+05
1399 Grenada GRD 2018 1.218380e+05
1400 Grenada GRD 2017 1.209210e+05
1401 Grenada GRD 2016 1.199660e+05
1402 Grenada GRD 2015 1.189800e+05
1403 Grenada GRD 2014 1.179720e+05
1404 Grenada GRD 2013 1.169450e+05
1405 Grenada GRD 2012 1.159120e+05
1406 Grenada GRD 2011 1.149180e+05
1407 Grenada GRD 2010 1.140390e+05
1408 Guam GUM 2020 1.692310e+05
1409 Guam GUM 2019 1.686240e+05
1410 Guam GUM 2018 1.686780e+05
1411 Guam GUM 2017 1.686060e+05
1412 Guam GUM 2016 1.683460e+05
1413 Guam GUM 2015 1.679780e+05
1414 Guam GUM 2014 1.675430e+05
1415 Guam GUM 2013 1.670540e+05
1416 Guam GUM 2012 1.663920e+05
1417 Guam GUM 2011 1.656490e+05
1418 Guam GUM 2010 1.649050e+05
1419 Guatemala GTM 2020 1.685833e+07
1420 Guatemala GTM 2019 1.660403e+07
1421 Guatemala GTM 2018 1.634695e+07
1422 Guatemala GTM 2017 1.608742e+07
1423 Guatemala GTM 2016 1.582769e+07
1424 Guatemala GTM 2015 1.556742e+07
1425 Guatemala GTM 2014 1.530632e+07
1426 Guatemala GTM 2013 1.504398e+07
1427 Guatemala GTM 2012 1.478194e+07
1428 Guatemala GTM 2011 1.452152e+07
1429 Guatemala GTM 2010 1.425969e+07
1430 Guinea GIN 2020 1.320515e+07
1431 Guinea GIN 2019 1.287754e+07
1432 Guinea GIN 2018 1.255486e+07
1433 Guinea GIN 2017 1.224079e+07
1434 Guinea GIN 2016 1.193098e+07
1435 Guinea GIN 2015 1.162600e+07
1436 Guinea GIN 2014 1.133336e+07
1437 Guinea GIN 2013 1.105543e+07
1438 Guinea GIN 2012 1.078869e+07
1439 Guinea GIN 2011 1.052771e+07
1440 Guinea GIN 2010 1.027073e+07
1441 Guinea-Bissau GNB 2020 2.015828e+06
1442 Guinea-Bissau GNB 2019 1.970457e+06
1443 Guinea-Bissau GNB 2018 1.924955e+06
1444 Guinea-Bissau GNB 2017 1.879826e+06
1445 Guinea-Bissau GNB 2016 1.834552e+06
1446 Guinea-Bissau GNB 2015 1.788919e+06
1447 Guinea-Bissau GNB 2014 1.743309e+06
1448 Guinea-Bissau GNB 2013 1.697753e+06
1449 Guinea-Bissau GNB 2012 1.652717e+06
1450 Guinea-Bissau GNB 2011 1.609017e+06
1451 Guinea-Bissau GNB 2010 1.567220e+06
1452 Guyana GUY 2020 7.972020e+05
1453 Guyana GUY 2019 7.987530e+05
1454 Guyana GUY 2018 7.855140e+05
1455 Guyana GUY 2017 7.632520e+05
1456 Guyana GUY 2016 7.590870e+05
1457 Guyana GUY 2015 7.550310e+05
1458 Guyana GUY 2014 7.511150e+05
1459 Guyana GUY 2013 7.474200e+05
1460 Guyana GUY 2012 7.439660e+05
1461 Guyana GUY 2011 7.442300e+05
1462 Guyana GUY 2010 7.479320e+05
1463 Haiti HTI 2020 1.130680e+07
1464 Haiti HTI 2019 1.116044e+07
1465 Haiti HTI 2018 1.101242e+07
1466 Haiti HTI 2017 1.086354e+07
1467 Haiti HTI 2016 1.071385e+07
1468 Haiti HTI 2015 1.056376e+07
1469 Haiti HTI 2014 1.041274e+07
1470 Haiti HTI 2013 1.026121e+07
1471 Haiti HTI 2012 1.010854e+07
1472 Haiti HTI 2011 9.954312e+06
1473 Haiti HTI 2010 9.842880e+06
1474 Honduras HND 2020 1.012176e+07
1475 Honduras HND 2019 9.958829e+06
1476 Honduras HND 2018 9.792850e+06
1477 Honduras HND 2017 9.626842e+06
1478 Honduras HND 2016 9.460798e+06
1479 Honduras HND 2015 9.294505e+06
1480 Honduras HND 2014 9.127846e+06
1481 Honduras HND 2013 8.960657e+06
1482 Honduras HND 2012 8.792367e+06
1483 Honduras HND 2011 8.622504e+06
1484 Honduras HND 2010 8.450933e+06
1485 Hong Kong SAR, China HKG 2020 7.481000e+06
1486 Hong Kong SAR, China HKG 2019 7.507900e+06
1487 Hong Kong SAR, China HKG 2018 7.452600e+06
1488 Hong Kong SAR, China HKG 2017 7.393200e+06
1489 Hong Kong SAR, China HKG 2016 7.336600e+06
1490 Hong Kong SAR, China HKG 2015 7.291300e+06
1491 Hong Kong SAR, China HKG 2014 7.229500e+06
1492 Hong Kong SAR, China HKG 2013 7.178900e+06
1493 Hong Kong SAR, China HKG 2012 7.150100e+06
1494 Hong Kong SAR, China HKG 2011 7.071600e+06
1495 Hong Kong SAR, China HKG 2010 7.024200e+06
1496 Hungary HUN 2020 9.750149e+06
1497 Hungary HUN 2019 9.771141e+06
1498 Hungary HUN 2018 9.775564e+06
1499 Hungary HUN 2017 9.787966e+06
1500 Hungary HUN 2016 9.814023e+06
1501 Hungary HUN 2015 9.843028e+06
1502 Hungary HUN 2014 9.866468e+06
1503 Hungary HUN 2013 9.893082e+06
1504 Hungary HUN 2012 9.920362e+06
1505 Hungary HUN 2011 9.971727e+06
1506 Hungary HUN 2010 1.000002e+07
1507 Iceland ISL 2020 3.664630e+05
1508 Iceland ISL 2019 3.605630e+05
1509 Iceland ISL 2018 3.527210e+05
1510 Iceland ISL 2017 3.434000e+05
1511 Iceland ISL 2016 3.354390e+05
1512 Iceland ISL 2015 3.308150e+05
1513 Iceland ISL 2014 3.273860e+05
1514 Iceland ISL 2013 3.237640e+05
1515 Iceland ISL 2012 3.207160e+05
1516 Iceland ISL 2011 3.190140e+05
1517 Iceland ISL 2010 3.180410e+05
1518 India IND 2020 1.396387e+09
1519 India IND 2019 1.383112e+09
1520 India IND 2018 1.369003e+09
1521 India IND 2017 1.354196e+09
1522 India IND 2016 1.338636e+09
1523 India IND 2015 1.322867e+09
1524 India IND 2014 1.307247e+09
1525 India IND 2013 1.291132e+09
1526 India IND 2012 1.274487e+09
1527 India IND 2011 1.257621e+09
1528 India IND 2010 1.240614e+09
1529 Indonesia IDN 2020 2.718580e+08
1530 Indonesia IDN 2019 2.695829e+08
1531 Indonesia IDN 2018 2.670668e+08
1532 Indonesia IDN 2017 2.644989e+08
1533 Indonesia IDN 2016 2.618502e+08
1534 Indonesia IDN 2015 2.590920e+08
1535 Indonesia IDN 2014 2.562298e+08
1536 Indonesia IDN 2013 2.532759e+08
1537 Indonesia IDN 2012 2.502227e+08
1538 Indonesia IDN 2011 2.470997e+08
1539 Indonesia IDN 2010 2.440162e+08
1540 Iran, Islamic Rep. IRN 2020 8.729019e+07
1541 Iran, Islamic Rep. IRN 2019 8.656420e+07
1542 Iran, Islamic Rep. IRN 2018 8.561756e+07
1543 Iran, Islamic Rep. IRN 2017 8.450508e+07
1544 Iran, Islamic Rep. IRN 2016 8.330623e+07
1545 Iran, Islamic Rep. IRN 2015 8.179084e+07
1546 Iran, Islamic Rep. IRN 2014 7.996167e+07
1547 Iran, Islamic Rep. IRN 2013 7.845893e+07
1548 Iran, Islamic Rep. IRN 2012 7.732445e+07
1549 Iran, Islamic Rep. IRN 2011 7.634297e+07
1550 Iran, Islamic Rep. IRN 2010 7.537386e+07
1551 Iraq IRQ 2020 4.255698e+07
1552 Iraq IRQ 2019 4.156352e+07
1553 Iraq IRQ 2018 4.059070e+07
1554 Iraq IRQ 2017 3.962116e+07
1555 Iraq IRQ 2016 3.869794e+07
1556 Iraq IRQ 2015 3.775781e+07
1557 Iraq IRQ 2014 3.674649e+07
1558 Iraq IRQ 2013 3.548180e+07
1559 Iraq IRQ 2012 3.386445e+07
1560 Iraq IRQ 2011 3.237806e+07
1561 Iraq IRQ 2010 3.126488e+07
1562 Ireland IRL 2020 4.985382e+06
1563 Ireland IRL 2019 4.934340e+06
1564 Ireland IRL 2018 4.867316e+06
1565 Ireland IRL 2017 4.807388e+06
1566 Ireland IRL 2016 4.755335e+06
1567 Ireland IRL 2015 4.701957e+06
1568 Ireland IRL 2014 4.657740e+06
1569 Ireland IRL 2013 4.623816e+06
1570 Ireland IRL 2012 4.599533e+06
1571 Ireland IRL 2011 4.580084e+06
1572 Ireland IRL 2010 4.560155e+06
1573 Isle of Man IMN 2020 8.404600e+04
1574 Isle of Man IMN 2019 8.393300e+04
1575 Isle of Man IMN 2018 8.377500e+04
1576 Isle of Man IMN 2017 8.358000e+04
1577 Isle of Man IMN 2016 8.345000e+04
1578 Isle of Man IMN 2015 8.359300e+04
1579 Isle of Man IMN 2014 8.389600e+04
1580 Isle of Man IMN 2013 8.414400e+04
1581 Isle of Man IMN 2012 8.433800e+04
1582 Isle of Man IMN 2011 8.435000e+04
1583 Isle of Man IMN 2010 8.382800e+04
1584 Israel ISR 2020 9.215100e+06
1585 Israel ISR 2019 9.054000e+06
1586 Israel ISR 2018 8.882800e+06
1587 Israel ISR 2017 8.713300e+06
1588 Israel ISR 2016 8.546000e+06
1589 Israel ISR 2015 8.380100e+06
1590 Israel ISR 2014 8.215700e+06
1591 Israel ISR 2013 8.059500e+06
1592 Israel ISR 2012 7.910500e+06
1593 Israel ISR 2011 7.765800e+06
1594 Israel ISR 2010 7.623600e+06
1595 Italy ITA 2020 5.943885e+07
1596 Italy ITA 2019 5.972908e+07
1597 Italy ITA 2018 6.042176e+07
1598 Italy ITA 2017 6.053671e+07
1599 Italy ITA 2016 6.062750e+07
1600 Italy ITA 2015 6.073058e+07
1601 Italy ITA 2014 6.078914e+07
1602 Italy ITA 2013 6.023395e+07
1603 Italy ITA 2012 5.953972e+07
1604 Italy ITA 2011 5.937945e+07
1605 Italy ITA 2010 5.927742e+07
1606 Jamaica JAM 2020 2.820436e+06
1607 Jamaica JAM 2019 2.813773e+06
1608 Jamaica JAM 2018 2.811835e+06
1609 Jamaica JAM 2017 2.808376e+06
1610 Jamaica JAM 2016 2.802695e+06
1611 Jamaica JAM 2015 2.794445e+06
1612 Jamaica JAM 2014 2.784543e+06
1613 Jamaica JAM 2013 2.773129e+06
1614 Jamaica JAM 2012 2.759817e+06
1615 Jamaica JAM 2011 2.746169e+06
1616 Jamaica JAM 2010 2.733896e+06
1617 Japan JPN 2020 1.262610e+08
1618 Japan JPN 2019 1.266330e+08
1619 Japan JPN 2018 1.268110e+08
1620 Japan JPN 2017 1.269720e+08
1621 Japan JPN 2016 1.270760e+08
1622 Japan JPN 2015 1.271410e+08
1623 Japan JPN 2014 1.272760e+08
1624 Japan JPN 2013 1.274450e+08
1625 Japan JPN 2012 1.276290e+08
1626 Japan JPN 2011 1.278330e+08
1627 Japan JPN 2010 1.280700e+08
1628 Jordan JOR 2020 1.092872e+07
1629 Jordan JOR 2019 1.069868e+07
1630 Jordan JOR 2018 1.045986e+07
1631 Jordan JOR 2017 1.021538e+07
1632 Jordan JOR 2016 9.964656e+06
1633 Jordan JOR 2015 9.494246e+06
1634 Jordan JOR 2014 8.658026e+06
1635 Jordan JOR 2013 7.694814e+06
1636 Jordan JOR 2012 7.211863e+06
1637 Jordan JOR 2011 7.109980e+06
1638 Jordan JOR 2010 6.931258e+06
1639 Kazakhstan KAZ 2020 1.875567e+07
1640 Kazakhstan KAZ 2019 1.851367e+07
1641 Kazakhstan KAZ 2018 1.827645e+07
1642 Kazakhstan KAZ 2017 1.803778e+07
1643 Kazakhstan KAZ 2016 1.779406e+07
1644 Kazakhstan KAZ 2015 1.754281e+07
1645 Kazakhstan KAZ 2014 1.728828e+07
1646 Kazakhstan KAZ 2013 1.703555e+07
1647 Kazakhstan KAZ 2012 1.679209e+07
1648 Kazakhstan KAZ 2011 1.655720e+07
1649 Kazakhstan KAZ 2010 1.632187e+07
1650 Kenya KEN 2020 5.198578e+07
1651 Kenya KEN 2019 5.095145e+07
1652 Kenya KEN 2018 4.995330e+07
1653 Kenya KEN 2017 4.894814e+07
1654 Kenya KEN 2016 4.789467e+07
1655 Kenya KEN 2015 4.685149e+07
1656 Kenya KEN 2014 4.583186e+07
1657 Kenya KEN 2013 4.479237e+07
1658 Kenya KEN 2012 4.372581e+07
1659 Kenya KEN 2011 4.263514e+07
1660 Kenya KEN 2010 4.151790e+07
1661 Kiribati KIR 2020 1.264630e+05
1662 Kiribati KIR 2019 1.242410e+05
1663 Kiribati KIR 2018 1.222610e+05
1664 Kiribati KIR 2017 1.203620e+05
1665 Kiribati KIR 2016 1.185130e+05
1666 Kiribati KIR 2015 1.167070e+05
1667 Kiribati KIR 2014 1.149850e+05
1668 Kiribati KIR 2013 1.133110e+05
1669 Kiribati KIR 2012 1.116180e+05
1670 Kiribati KIR 2011 1.098710e+05
1671 Kiribati KIR 2010 1.079950e+05
1672 Korea, Dem. People's Rep. PRK 2020 2.586747e+07
1673 Korea, Dem. People's Rep. PRK 2019 2.575544e+07
1674 Korea, Dem. People's Rep. PRK 2018 2.563815e+07
1675 Korea, Dem. People's Rep. PRK 2017 2.551632e+07
1676 Korea, Dem. People's Rep. PRK 2016 2.538961e+07
1677 Korea, Dem. People's Rep. PRK 2015 2.525802e+07
1678 Korea, Dem. People's Rep. PRK 2014 2.512613e+07
1679 Korea, Dem. People's Rep. PRK 2013 2.500182e+07
1680 Korea, Dem. People's Rep. PRK 2012 2.488777e+07
1681 Korea, Dem. People's Rep. PRK 2011 2.478379e+07
1682 Korea, Dem. People's Rep. PRK 2010 2.468644e+07
1683 Korea, Rep. KOR 2020 5.183624e+07
1684 Korea, Rep. KOR 2019 5.176482e+07
1685 Korea, Rep. KOR 2018 5.158506e+07
1686 Korea, Rep. KOR 2017 5.136191e+07
1687 Korea, Rep. KOR 2016 5.121780e+07
1688 Korea, Rep. KOR 2015 5.101495e+07
1689 Korea, Rep. KOR 2014 5.074666e+07
1690 Korea, Rep. KOR 2013 5.042889e+07
1691 Korea, Rep. KOR 2012 5.019985e+07
1692 Korea, Rep. KOR 2011 4.993664e+07
1693 Korea, Rep. KOR 2010 4.955411e+07
1694 Kosovo XKX 2020 1.790133e+06
1695 Kosovo XKX 2019 1.788878e+06
1696 Kosovo XKX 2018 1.797085e+06
1697 Kosovo XKX 2017 1.791003e+06
1698 Kosovo XKX 2016 1.777557e+06
1699 Kosovo XKX 2015 1.788196e+06
1700 Kosovo XKX 2014 1.812771e+06
1701 Kosovo XKX 2013 1.818117e+06
1702 Kosovo XKX 2012 1.807106e+06
1703 Kosovo XKX 2011 1.791000e+06
1704 Kosovo XKX 2010 1.775680e+06
1705 Kuwait KWT 2020 4.360444e+06
1706 Kuwait KWT 2019 4.441100e+06
1707 Kuwait KWT 2018 4.317185e+06
1708 Kuwait KWT 2017 4.124904e+06
1709 Kuwait KWT 2016 4.048085e+06
1710 Kuwait KWT 2015 3.908743e+06
1711 Kuwait KWT 2014 3.761584e+06
1712 Kuwait KWT 2013 3.646518e+06
1713 Kuwait KWT 2012 3.394663e+06
1714 Kuwait KWT 2011 3.143825e+06
1715 Kuwait KWT 2010 2.943356e+06
1716 Kyrgyz Republic KGZ 2020 6.579900e+06
1717 Kyrgyz Republic KGZ 2019 6.456200e+06
1718 Kyrgyz Republic KGZ 2018 6.322800e+06
1719 Kyrgyz Republic KGZ 2017 6.198200e+06
1720 Kyrgyz Republic KGZ 2016 6.079500e+06
1721 Kyrgyz Republic KGZ 2015 5.956900e+06
1722 Kyrgyz Republic KGZ 2014 5.835500e+06
1723 Kyrgyz Republic KGZ 2013 5.719600e+06
1724 Kyrgyz Republic KGZ 2012 5.607200e+06
1725 Kyrgyz Republic KGZ 2011 5.514600e+06
1726 Kyrgyz Republic KGZ 2010 5.447900e+06
1727 Lao PDR LAO 2020 7.319399e+06
1728 Lao PDR LAO 2019 7.212053e+06
1729 Lao PDR LAO 2018 7.105006e+06
1730 Lao PDR LAO 2017 6.997917e+06
1731 Lao PDR LAO 2016 6.891363e+06
1732 Lao PDR LAO 2015 6.787419e+06
1733 Lao PDR LAO 2014 6.691454e+06
1734 Lao PDR LAO 2013 6.600742e+06
1735 Lao PDR LAO 2012 6.508803e+06
1736 Lao PDR LAO 2011 6.416327e+06
1737 Lao PDR LAO 2010 6.323418e+06
1738 Latvia LVA 2020 1.900449e+06
1739 Latvia LVA 2019 1.913822e+06
1740 Latvia LVA 2018 1.927174e+06
1741 Latvia LVA 2017 1.942248e+06
1742 Latvia LVA 2016 1.959537e+06
1743 Latvia LVA 2015 1.977527e+06
1744 Latvia LVA 2014 1.993782e+06
1745 Latvia LVA 2013 2.012647e+06
1746 Latvia LVA 2012 2.034319e+06
1747 Latvia LVA 2011 2.059709e+06
1748 Latvia LVA 2010 2.097555e+06
1749 Lebanon LBN 2020 5.662923e+06
1750 Lebanon LBN 2019 5.781907e+06
1751 Lebanon LBN 2018 5.950839e+06
1752 Lebanon LBN 2017 6.109252e+06
1753 Lebanon LBN 2016 6.258619e+06
1754 Lebanon LBN 2015 6.398940e+06
1755 Lebanon LBN 2014 6.274342e+06
1756 Lebanon LBN 2013 5.678851e+06
1757 Lebanon LBN 2012 5.178337e+06
1758 Lebanon LBN 2011 5.045056e+06
1759 Lebanon LBN 2010 4.995800e+06
1760 Lesotho LSO 2020 2.254100e+06
1761 Lesotho LSO 2019 2.225702e+06
1762 Lesotho LSO 2018 2.198017e+06
1763 Lesotho LSO 2017 2.170617e+06
1764 Lesotho LSO 2016 2.143872e+06
1765 Lesotho LSO 2015 2.118521e+06
1766 Lesotho LSO 2014 2.095242e+06
1767 Lesotho LSO 2013 2.073939e+06
1768 Lesotho LSO 2012 2.054718e+06
1769 Lesotho LSO 2011 2.037677e+06
1770 Lesotho LSO 2010 2.022747e+06
1771 Liberia LBR 2020 5.087584e+06
1772 Liberia LBR 2019 4.985289e+06
1773 Liberia LBR 2018 4.889391e+06
1774 Liberia LBR 2017 4.796631e+06
1775 Liberia LBR 2016 4.706097e+06
1776 Liberia LBR 2015 4.612329e+06
1777 Liberia LBR 2014 4.519398e+06
1778 Liberia LBR 2013 4.427313e+06
1779 Liberia LBR 2012 4.331740e+06
1780 Liberia LBR 2011 4.181150e+06
1781 Liberia LBR 2010 4.019956e+06
1782 Libya LBY 2020 6.653942e+06
1783 Libya LBY 2019 6.569088e+06
1784 Libya LBY 2018 6.477793e+06
1785 Libya LBY 2017 6.378261e+06
1786 Libya LBY 2016 6.282196e+06
1787 Libya LBY 2015 6.192235e+06
1788 Libya LBY 2014 6.097764e+06
1789 Libya LBY 2013 5.985221e+06
1790 Libya LBY 2012 5.869870e+06
1791 Libya LBY 2011 6.188132e+06
1792 Libya LBY 2010 6.491988e+06
1793 Liechtenstein LIE 2020 3.875600e+04
1794 Liechtenstein LIE 2019 3.848200e+04
1795 Liechtenstein LIE 2018 3.818100e+04
1796 Liechtenstein LIE 2017 3.788900e+04
1797 Liechtenstein LIE 2016 3.760900e+04
1798 Liechtenstein LIE 2015 3.735500e+04
1799 Liechtenstein LIE 2014 3.709600e+04
1800 Liechtenstein LIE 2013 3.680600e+04
1801 Liechtenstein LIE 2012 3.650500e+04
1802 Liechtenstein LIE 2011 3.618900e+04
1803 Liechtenstein LIE 2010 3.592600e+04
1804 Lithuania LTU 2020 2.794885e+06
1805 Lithuania LTU 2019 2.794137e+06
1806 Lithuania LTU 2018 2.801543e+06
1807 Lithuania LTU 2017 2.828403e+06
1808 Lithuania LTU 2016 2.868231e+06
1809 Lithuania LTU 2015 2.904910e+06
1810 Lithuania LTU 2014 2.932367e+06
1811 Lithuania LTU 2013 2.957689e+06
1812 Lithuania LTU 2012 2.987773e+06
1813 Lithuania LTU 2011 3.028115e+06
1814 Lithuania LTU 2010 3.097282e+06
1815 Luxembourg LUX 2020 6.304190e+05
1816 Luxembourg LUX 2019 6.200010e+05
1817 Luxembourg LUX 2018 6.079500e+05
1818 Luxembourg LUX 2017 5.963360e+05
1819 Luxembourg LUX 2016 5.820140e+05
1820 Luxembourg LUX 2015 5.696040e+05
1821 Luxembourg LUX 2014 5.563190e+05
1822 Luxembourg LUX 2013 5.433600e+05
1823 Luxembourg LUX 2012 5.309460e+05
1824 Luxembourg LUX 2011 5.183470e+05
1825 Luxembourg LUX 2010 5.069530e+05
1826 Macao SAR, China MAC 2020 6.762830e+05
1827 Macao SAR, China MAC 2019 6.636530e+05
1828 Macao SAR, China MAC 2018 6.509910e+05
1829 Macao SAR, China MAC 2017 6.386090e+05
1830 Macao SAR, China MAC 2016 6.266880e+05
1831 Macao SAR, China MAC 2015 6.152390e+05
1832 Macao SAR, China MAC 2014 6.041670e+05
1833 Macao SAR, China MAC 2013 5.933740e+05
1834 Macao SAR, China MAC 2012 5.827660e+05
1835 Macao SAR, China MAC 2011 5.710030e+05
1836 Macao SAR, China MAC 2010 5.572970e+05
1837 Madagascar MDG 2020 2.822518e+07
1838 Madagascar MDG 2019 2.753313e+07
1839 Madagascar MDG 2018 2.684654e+07
1840 Madagascar MDG 2017 2.616954e+07
1841 Madagascar MDG 2016 2.550194e+07
1842 Madagascar MDG 2015 2.485091e+07
1843 Madagascar MDG 2014 2.421598e+07
1844 Madagascar MDG 2013 2.358807e+07
1845 Madagascar MDG 2012 2.296624e+07
1846 Madagascar MDG 2011 2.234816e+07
1847 Madagascar MDG 2010 2.173105e+07
1848 Malawi MWI 2020 1.937706e+07
1849 Malawi MWI 2019 1.886734e+07
1850 Malawi MWI 2018 1.836788e+07
1851 Malawi MWI 2017 1.788117e+07
1852 Malawi MWI 2016 1.740562e+07
1853 Malawi MWI 2015 1.693894e+07
1854 Malawi MWI 2014 1.647797e+07
1855 Malawi MWI 2013 1.602478e+07
1856 Malawi MWI 2012 1.558125e+07
1857 Malawi MWI 2011 1.514609e+07
1858 Malawi MWI 2010 1.471842e+07
1859 Malaysia MYS 2020 3.319999e+07
1860 Malaysia MYS 2019 3.280402e+07
1861 Malaysia MYS 2018 3.239927e+07
1862 Malaysia MYS 2017 3.197581e+07
1863 Malaysia MYS 2016 3.152642e+07
1864 Malaysia MYS 2015 3.106883e+07
1865 Malaysia MYS 2014 3.060646e+07
1866 Malaysia MYS 2013 3.013481e+07
1867 Malaysia MYS 2012 2.966021e+07
1868 Malaysia MYS 2011 2.918413e+07
1869 Malaysia MYS 2010 2.871773e+07
1870 Maldives MDV 2020 5.144380e+05
1871 Maldives MDV 2019 5.045080e+05
1872 Maldives MDV 2018 4.897580e+05
1873 Maldives MDV 2017 4.724420e+05
1874 Maldives MDV 2016 4.542520e+05
1875 Maldives MDV 2015 4.355820e+05
1876 Maldives MDV 2014 4.167380e+05
1877 Maldives MDV 2013 4.007280e+05
1878 Maldives MDV 2012 3.875390e+05
1879 Maldives MDV 2011 3.744400e+05
1880 Maldives MDV 2010 3.615750e+05
1881 Mali MLI 2020 2.122404e+07
1882 Mali MLI 2019 2.056742e+07
1883 Mali MLI 2018 1.993430e+07
1884 Mali MLI 2017 1.931136e+07
1885 Mali MLI 2016 1.870011e+07
1886 Mali MLI 2015 1.811291e+07
1887 Mali MLI 2014 1.755181e+07
1888 Mali MLI 2013 1.700403e+07
1889 Mali MLI 2012 1.651469e+07
1890 Mali MLI 2011 1.603973e+07
1891 Mali MLI 2010 1.552918e+07
1892 Malta MLT 2020 5.153320e+05
1893 Malta MLT 2019 5.040620e+05
1894 Malta MLT 2018 4.846300e+05
1895 Malta MLT 2017 4.679990e+05
1896 Malta MLT 2016 4.553560e+05
1897 Malta MLT 2015 4.450530e+05
1898 Malta MLT 2014 4.345580e+05
1899 Malta MLT 2013 4.259670e+05
1900 Malta MLT 2012 4.200280e+05
1901 Malta MLT 2011 4.162680e+05
1902 Malta MLT 2010 4.145080e+05
1903 Marshall Islands MHL 2020 4.341300e+04
1904 Marshall Islands MHL 2019 4.472800e+04
1905 Marshall Islands MHL 2018 4.598900e+04
1906 Marshall Islands MHL 2017 4.718700e+04
1907 Marshall Islands MHL 2016 4.832900e+04
1908 Marshall Islands MHL 2015 4.941000e+04
1909 Marshall Islands MHL 2014 5.041900e+04
1910 Marshall Islands MHL 2013 5.135200e+04
1911 Marshall Islands MHL 2012 5.220300e+04
1912 Marshall Islands MHL 2011 5.297100e+04
1913 Marshall Islands MHL 2010 5.341600e+04
1914 Mauritania MRT 2020 4.498604e+06
1915 Mauritania MRT 2019 4.383849e+06
1916 Mauritania MRT 2018 4.270712e+06
1917 Mauritania MRT 2017 4.160015e+06
1918 Mauritania MRT 2016 4.051890e+06
1919 Mauritania MRT 2015 3.946220e+06
1920 Mauritania MRT 2014 3.843174e+06
1921 Mauritania MRT 2013 3.742959e+06
1922 Mauritania MRT 2012 3.636113e+06
1923 Mauritania MRT 2011 3.524249e+06
1924 Mauritania MRT 2010 3.419461e+06
1925 Mauritius MUS 2020 1.266014e+06
1926 Mauritius MUS 2019 1.265985e+06
1927 Mauritius MUS 2018 1.265577e+06
1928 Mauritius MUS 2017 1.264887e+06
1929 Mauritius MUS 2016 1.263747e+06
1930 Mauritius MUS 2015 1.262879e+06
1931 Mauritius MUS 2014 1.261208e+06
1932 Mauritius MUS 2013 1.258927e+06
1933 Mauritius MUS 2012 1.255882e+06
1934 Mauritius MUS 2011 1.252404e+06
1935 Mauritius MUS 2010 1.250400e+06
1936 Mexico MEX 2020 1.259983e+08
1937 Mexico MEX 2019 1.250853e+08
1938 Mexico MEX 2018 1.240139e+08
1939 Mexico MEX 2017 1.228393e+08
1940 Mexico MEX 2016 1.215192e+08
1941 Mexico MEX 2015 1.201499e+08
1942 Mexico MEX 2014 1.187559e+08
1943 Mexico MEX 2013 1.172907e+08
1944 Mexico MEX 2012 1.157559e+08
1945 Mexico MEX 2011 1.141505e+08
1946 Mexico MEX 2010 1.125324e+08
1947 Micronesia, Fed. Sts. FSM 2020 1.121060e+05
1948 Micronesia, Fed. Sts. FSM 2019 1.113790e+05
1949 Micronesia, Fed. Sts. FSM 2018 1.109290e+05
1950 Micronesia, Fed. Sts. FSM 2017 1.104300e+05
1951 Micronesia, Fed. Sts. FSM 2016 1.099250e+05
1952 Micronesia, Fed. Sts. FSM 2015 1.094620e+05
1953 Micronesia, Fed. Sts. FSM 2014 1.090240e+05
1954 Micronesia, Fed. Sts. FSM 2013 1.086090e+05
1955 Micronesia, Fed. Sts. FSM 2012 1.082320e+05
1956 Micronesia, Fed. Sts. FSM 2011 1.078870e+05
1957 Micronesia, Fed. Sts. FSM 2010 1.075880e+05
1958 Moldova MDA 2020 2.635130e+06
1959 Moldova MDA 2019 2.664224e+06
1960 Moldova MDA 2018 2.707203e+06
1961 Moldova MDA 2017 2.755189e+06
1962 Moldova MDA 2016 2.803186e+06
1963 Moldova MDA 2015 2.835978e+06
1964 Moldova MDA 2014 2.857815e+06
1965 Moldova MDA 2013 2.859558e+06
1966 Moldova MDA 2012 2.860324e+06
1967 Moldova MDA 2011 2.860699e+06
1968 Moldova MDA 2010 2.862354e+06
1969 Monaco MCO 2020 3.692200e+04
1970 Monaco MCO 2019 3.703400e+04
1971 Monaco MCO 2018 3.702900e+04
1972 Monaco MCO 2017 3.704400e+04
1973 Monaco MCO 2016 3.707100e+04
1974 Monaco MCO 2015 3.676000e+04
1975 Monaco MCO 2014 3.611000e+04
1976 Monaco MCO 2013 3.542500e+04
1977 Monaco MCO 2012 3.470000e+04
1978 Monaco MCO 2011 3.394500e+04
1979 Monaco MCO 2010 3.317800e+04
1980 Mongolia MNG 2020 3.294335e+06
1981 Mongolia MNG 2019 3.232430e+06
1982 Mongolia MNG 2018 3.163991e+06
1983 Mongolia MNG 2017 3.096030e+06
1984 Mongolia MNG 2016 3.029555e+06
1985 Mongolia MNG 2015 2.964749e+06
1986 Mongolia MNG 2014 2.902823e+06
1987 Mongolia MNG 2013 2.845153e+06
1988 Mongolia MNG 2012 2.792349e+06
1989 Mongolia MNG 2011 2.743938e+06
1990 Mongolia MNG 2010 2.702520e+06
1991 Montenegro MNE 2020 6.213060e+05
1992 Montenegro MNE 2019 6.220280e+05
1993 Montenegro MNE 2018 6.222270e+05
1994 Montenegro MNE 2017 6.223730e+05
1995 Montenegro MNE 2016 6.223030e+05
1996 Montenegro MNE 2015 6.221590e+05
1997 Montenegro MNE 2014 6.218100e+05
1998 Montenegro MNE 2013 6.212070e+05
1999 Montenegro MNE 2012 6.206010e+05
2000 Montenegro MNE 2011 6.200790e+05
2001 Montenegro MNE 2010 6.194280e+05
2002 Morocco MAR 2020 3.668877e+07
2003 Morocco MAR 2019 3.630441e+07
2004 Morocco MAR 2018 3.592751e+07
2005 Morocco MAR 2017 3.552812e+07
2006 Morocco MAR 2016 3.510726e+07
2007 Morocco MAR 2015 3.468046e+07
2008 Morocco MAR 2014 3.424860e+07
2009 Morocco MAR 2013 3.380353e+07
2010 Morocco MAR 2012 3.335217e+07
2011 Morocco MAR 2011 3.290370e+07
2012 Morocco MAR 2010 3.246486e+07
2013 Mozambique MOZ 2020 3.117824e+07
2014 Mozambique MOZ 2019 3.028560e+07
2015 Mozambique MOZ 2018 2.942388e+07
2016 Mozambique MOZ 2017 2.856944e+07
2017 Mozambique MOZ 2016 2.769649e+07
2018 Mozambique MOZ 2015 2.684325e+07
2019 Mozambique MOZ 2014 2.603870e+07
2020 Mozambique MOZ 2013 2.525173e+07
2021 Mozambique MOZ 2012 2.448761e+07
2022 Mozambique MOZ 2011 2.376042e+07
2023 Mozambique MOZ 2010 2.307372e+07
2024 Myanmar MMR 2020 5.342320e+07
2025 Myanmar MMR 2019 5.304021e+07
2026 Myanmar MMR 2018 5.266601e+07
2027 Myanmar MMR 2017 5.228834e+07
2028 Myanmar MMR 2016 5.189235e+07
2029 Myanmar MMR 2015 5.148395e+07
2030 Myanmar MMR 2014 5.107244e+07
2031 Myanmar MMR 2013 5.064833e+07
2032 Myanmar MMR 2012 5.021818e+07
2033 Myanmar MMR 2011 4.979452e+07
2034 Myanmar MMR 2010 4.939099e+07
2035 Namibia NAM 2020 2.489098e+06
2036 Namibia NAM 2019 2.446644e+06
2037 Namibia NAM 2018 2.405680e+06
2038 Namibia NAM 2017 2.364534e+06
2039 Namibia NAM 2016 2.323352e+06
2040 Namibia NAM 2015 2.282704e+06
2041 Namibia NAM 2014 2.243001e+06
2042 Namibia NAM 2013 2.204510e+06
2043 Namibia NAM 2012 2.167470e+06
2044 Namibia NAM 2011 2.132340e+06
2045 Namibia NAM 2010 2.099271e+06
2046 Nauru NRU 2020 1.231500e+04
2047 Nauru NRU 2019 1.213200e+04
2048 Nauru NRU 2018 1.192400e+04
2049 Nauru NRU 2017 1.168200e+04
2050 Nauru NRU 2016 1.143700e+04
2051 Nauru NRU 2015 1.118500e+04
2052 Nauru NRU 2014 1.094000e+04
2053 Nauru NRU 2013 1.069400e+04
2054 Nauru NRU 2012 1.044400e+04
2055 Nauru NRU 2011 1.028300e+04
2056 Nauru NRU 2010 1.024100e+04
2057 Nepal NPL 2020 2.934863e+07
2058 Nepal NPL 2019 2.883250e+07
2059 Nepal NPL 2018 2.850671e+07
2060 Nepal NPL 2017 2.818343e+07
2061 Nepal NPL 2016 2.786119e+07
2062 Nepal NPL 2015 2.761032e+07
2063 Nepal NPL 2014 2.746211e+07
2064 Nepal NPL 2013 2.738156e+07
2065 Nepal NPL 2012 2.733069e+07
2066 Nepal NPL 2011 2.726640e+07
2067 Nepal NPL 2010 2.716157e+07
2068 Netherlands NLD 2020 1.744150e+07
2069 Netherlands NLD 2019 1.734487e+07
2070 Netherlands NLD 2018 1.723162e+07
2071 Netherlands NLD 2017 1.713130e+07
2072 Netherlands NLD 2016 1.703031e+07
2073 Netherlands NLD 2015 1.693992e+07
2074 Netherlands NLD 2014 1.686501e+07
2075 Netherlands NLD 2013 1.680443e+07
2076 Netherlands NLD 2012 1.675496e+07
2077 Netherlands NLD 2011 1.669307e+07
2078 Netherlands NLD 2010 1.661539e+07
2079 New Caledonia NCL 2020 2.710800e+05
2080 New Caledonia NCL 2019 2.712400e+05
2081 New Caledonia NCL 2018 2.711700e+05
2082 New Caledonia NCL 2017 2.708100e+05
2083 New Caledonia NCL 2016 2.702200e+05
2084 New Caledonia NCL 2015 2.694600e+05
2085 New Caledonia NCL 2014 2.680500e+05
2086 New Caledonia NCL 2013 2.636500e+05
2087 New Caledonia NCL 2012 2.590000e+05
2088 New Caledonia NCL 2011 2.543500e+05
2089 New Caledonia NCL 2010 2.497500e+05
2090 New Zealand NZL 2020 5.090200e+06
2091 New Zealand NZL 2019 4.979200e+06
2092 New Zealand NZL 2018 4.900600e+06
2093 New Zealand NZL 2017 4.813600e+06
2094 New Zealand NZL 2016 4.714100e+06
2095 New Zealand NZL 2015 4.609400e+06
2096 New Zealand NZL 2014 4.516500e+06
2097 New Zealand NZL 2013 4.442100e+06
2098 New Zealand NZL 2012 4.408100e+06
2099 New Zealand NZL 2011 4.384000e+06
2100 New Zealand NZL 2010 4.350700e+06
2101 Nicaragua NIC 2020 6.755895e+06
2102 Nicaragua NIC 2019 6.663924e+06
2103 Nicaragua NIC 2018 6.572233e+06
2104 Nicaragua NIC 2017 6.480532e+06
2105 Nicaragua NIC 2016 6.389235e+06
2106 Nicaragua NIC 2015 6.298598e+06
2107 Nicaragua NIC 2014 6.208676e+06
2108 Nicaragua NIC 2013 6.119379e+06
2109 Nicaragua NIC 2012 6.030607e+06
2110 Nicaragua NIC 2011 5.942553e+06
2111 Nicaragua NIC 2010 5.855734e+06
2112 Niger NER 2020 2.433364e+07
2113 Niger NER 2019 2.344339e+07
2114 Niger NER 2018 2.257706e+07
2115 Niger NER 2017 2.173792e+07
2116 Niger NER 2016 2.092174e+07
2117 Niger NER 2015 2.012812e+07
2118 Niger NER 2014 1.937201e+07
2119 Niger NER 2013 1.865320e+07
2120 Niger NER 2012 1.795441e+07
2121 Niger NER 2011 1.728311e+07
2122 Niger NER 2010 1.664754e+07
2123 Nigeria NGA 2020 2.083274e+08
2124 Nigeria NGA 2019 2.033045e+08
2125 Nigeria NGA 2018 1.983876e+08
2126 Nigeria NGA 2017 1.934959e+08
2127 Nigeria NGA 2016 1.886669e+08
2128 Nigeria NGA 2015 1.839958e+08
2129 Nigeria NGA 2014 1.793790e+08
2130 Nigeria NGA 2013 1.747261e+08
2131 Nigeria NGA 2012 1.700759e+08
2132 Nigeria NGA 2011 1.654637e+08
2133 Nigeria NGA 2010 1.609529e+08
2134 North Macedonia MKD 2020 2.072531e+06
2135 North Macedonia MKD 2019 2.076694e+06
2136 North Macedonia MKD 2018 2.076217e+06
2137 North Macedonia MKD 2017 2.074502e+06
2138 North Macedonia MKD 2016 2.072490e+06
2139 North Macedonia MKD 2015 2.070226e+06
2140 North Macedonia MKD 2014 2.067471e+06
2141 North Macedonia MKD 2013 2.064032e+06
2142 North Macedonia MKD 2012 2.061044e+06
2143 North Macedonia MKD 2011 2.058539e+06
2144 North Macedonia MKD 2010 2.055004e+06
2145 Northern Mariana Islands MNP 2020 4.958700e+04
2146 Northern Mariana Islands MNP 2019 4.985800e+04
2147 Northern Mariana Islands MNP 2018 5.030400e+04
2148 Northern Mariana Islands MNP 2017 5.072900e+04
2149 Northern Mariana Islands MNP 2016 5.113300e+04
2150 Northern Mariana Islands MNP 2015 5.151400e+04
2151 Northern Mariana Islands MNP 2014 5.185600e+04
2152 Northern Mariana Islands MNP 2013 5.214100e+04
2153 Northern Mariana Islands MNP 2012 5.235900e+04
2154 Northern Mariana Islands MNP 2011 5.252000e+04
2155 Northern Mariana Islands MNP 2010 5.408700e+04
2156 Norway NOR 2020 5.379475e+06
2157 Norway NOR 2019 5.347896e+06
2158 Norway NOR 2018 5.311916e+06
2159 Norway NOR 2017 5.276968e+06
2160 Norway NOR 2016 5.234519e+06
2161 Norway NOR 2015 5.188607e+06
2162 Norway NOR 2014 5.137232e+06
2163 Norway NOR 2013 5.079623e+06
2164 Norway NOR 2012 5.018573e+06
2165 Norway NOR 2011 4.953088e+06
2166 Norway NOR 2010 4.889252e+06
2167 Oman OMN 2020 4.543399e+06
2168 Oman OMN 2019 4.602768e+06
2169 Oman OMN 2018 4.601157e+06
2170 Oman OMN 2017 4.541854e+06
2171 Oman OMN 2016 4.398070e+06
2172 Oman OMN 2015 4.191776e+06
2173 Oman OMN 2014 4.009267e+06
2174 Oman OMN 2013 3.816680e+06
2175 Oman OMN 2012 3.535579e+06
2176 Oman OMN 2011 3.206870e+06
2177 Oman OMN 2010 2.881914e+06
2178 Pakistan PAK 2020 2.271967e+08
2179 Pakistan PAK 2019 2.232933e+08
2180 Pakistan PAK 2018 2.197315e+08
2181 Pakistan PAK 2017 2.163797e+08
2182 Pakistan PAK 2016 2.135248e+08
2183 Pakistan PAK 2015 2.109693e+08
2184 Pakistan PAK 2014 2.082516e+08
2185 Pakistan PAK 2013 2.053376e+08
2186 Pakistan PAK 2012 2.022059e+08
2187 Pakistan PAK 2011 1.986027e+08
2188 Pakistan PAK 2010 1.944545e+08
2189 Palau PLW 2020 1.797200e+04
2190 Palau PLW 2019 1.791600e+04
2191 Palau PLW 2018 1.786400e+04
2192 Palau PLW 2017 1.783700e+04
2193 Palau PLW 2016 1.781600e+04
2194 Palau PLW 2015 1.779400e+04
2195 Palau PLW 2014 1.779600e+04
2196 Palau PLW 2013 1.780500e+04
2197 Palau PLW 2012 1.794600e+04
2198 Palau PLW 2011 1.824000e+04
2199 Palau PLW 2010 1.854000e+04
2200 Panama PAN 2020 4.294396e+06
2201 Panama PAN 2019 4.232532e+06
2202 Panama PAN 2018 4.165255e+06
2203 Panama PAN 2017 4.096063e+06
2204 Panama PAN 2016 4.026336e+06
2205 Panama PAN 2015 3.957099e+06
2206 Panama PAN 2014 3.888793e+06
2207 Panama PAN 2013 3.821556e+06
2208 Panama PAN 2012 3.754862e+06
2209 Panama PAN 2011 3.688674e+06
2210 Panama PAN 2010 3.623617e+06
2211 Papua New Guinea PNG 2020 9.749640e+06
2212 Papua New Guinea PNG 2019 9.542486e+06
2213 Papua New Guinea PNG 2018 9.329227e+06
2214 Papua New Guinea PNG 2017 9.114796e+06
2215 Papua New Guinea PNG 2016 8.899169e+06
2216 Papua New Guinea PNG 2015 8.682174e+06
2217 Papua New Guinea PNG 2014 8.464153e+06
2218 Papua New Guinea PNG 2013 8.245627e+06
2219 Papua New Guinea PNG 2012 8.026545e+06
2220 Papua New Guinea PNG 2011 7.806637e+06
2221 Papua New Guinea PNG 2010 7.583269e+06
2222 Paraguay PRY 2020 6.618695e+06
2223 Paraguay PRY 2019 6.530026e+06
2224 Paraguay PRY 2018 6.443328e+06
2225 Paraguay PRY 2017 6.355404e+06
2226 Paraguay PRY 2016 6.266615e+06
2227 Paraguay PRY 2015 6.177950e+06
2228 Paraguay PRY 2014 6.090721e+06
2229 Paraguay PRY 2013 6.005652e+06
2230 Paraguay PRY 2012 5.923322e+06
2231 Paraguay PRY 2011 5.843939e+06
2232 Paraguay PRY 2010 5.768613e+06
2233 Peru PER 2020 3.330476e+07
2234 Peru PER 2019 3.282486e+07
2235 Peru PER 2018 3.220394e+07
2236 Peru PER 2017 3.160549e+07
2237 Peru PER 2016 3.113278e+07
2238 Peru PER 2015 3.071186e+07
2239 Peru PER 2014 3.035395e+07
2240 Peru PER 2013 3.003881e+07
2241 Peru PER 2012 2.974959e+07
2242 Peru PER 2011 2.947772e+07
2243 Peru PER 2010 2.922957e+07
2244 Philippines PHL 2020 1.121910e+08
2245 Philippines PHL 2019 1.103808e+08
2246 Philippines PHL 2018 1.085688e+08
2247 Philippines PHL 2017 1.067385e+08
2248 Philippines PHL 2016 1.048753e+08
2249 Philippines PHL 2015 1.030314e+08
2250 Philippines PHL 2014 1.013252e+08
2251 Philippines PHL 2013 9.970011e+07
2252 Philippines PHL 2012 9.803232e+07
2253 Philippines PHL 2011 9.633791e+07
2254 Philippines PHL 2010 9.463670e+07
2255 Poland POL 2020 3.789907e+07
2256 Poland POL 2019 3.796548e+07
2257 Poland POL 2018 3.797475e+07
2258 Poland POL 2017 3.797483e+07
2259 Poland POL 2016 3.797009e+07
2260 Poland POL 2015 3.798641e+07
2261 Poland POL 2014 3.801174e+07
2262 Poland POL 2013 3.804020e+07
2263 Poland POL 2012 3.806316e+07
2264 Poland POL 2011 3.806326e+07
2265 Poland POL 2010 3.804279e+07
2266 Portugal PRT 2020 1.029708e+07
2267 Portugal PRT 2019 1.028626e+07
2268 Portugal PRT 2018 1.028382e+07
2269 Portugal PRT 2017 1.030030e+07
2270 Portugal PRT 2016 1.032545e+07
2271 Portugal PRT 2015 1.035808e+07
2272 Portugal PRT 2014 1.040106e+07
2273 Portugal PRT 2013 1.045730e+07
2274 Portugal PRT 2012 1.051484e+07
2275 Portugal PRT 2011 1.055756e+07
2276 Portugal PRT 2010 1.057310e+07
2277 Puerto Rico PRI 2020 3.281557e+06
2278 Puerto Rico PRI 2019 3.193694e+06
2279 Puerto Rico PRI 2018 3.193354e+06
2280 Puerto Rico PRI 2017 3.325286e+06
2281 Puerto Rico PRI 2016 3.406672e+06
2282 Puerto Rico PRI 2015 3.473232e+06
2283 Puerto Rico PRI 2014 3.534874e+06
2284 Puerto Rico PRI 2013 3.593077e+06
2285 Puerto Rico PRI 2012 3.634488e+06
2286 Puerto Rico PRI 2011 3.678732e+06
2287 Puerto Rico PRI 2010 3.721525e+06
2288 Qatar QAT 2020 2.760385e+06
2289 Qatar QAT 2019 2.807235e+06
2290 Qatar QAT 2018 2.766732e+06
2291 Qatar QAT 2017 2.711755e+06
2292 Qatar QAT 2016 2.595166e+06
2293 Qatar QAT 2015 2.414573e+06
2294 Qatar QAT 2014 2.214465e+06
2295 Qatar QAT 2013 2.035501e+06
2296 Qatar QAT 2012 1.905660e+06
2297 Qatar QAT 2011 1.804171e+06
2298 Qatar QAT 2010 1.713504e+06
2299 Romania ROU 2020 1.926525e+07
2300 Romania ROU 2019 1.937165e+07
2301 Romania ROU 2018 1.947397e+07
2302 Romania ROU 2017 1.958872e+07
2303 Romania ROU 2016 1.970227e+07
2304 Romania ROU 2015 1.981562e+07
2305 Romania ROU 2014 1.990898e+07
2306 Romania ROU 2013 1.998369e+07
2307 Romania ROU 2012 2.005804e+07
2308 Romania ROU 2011 2.014753e+07
2309 Romania ROU 2010 2.024687e+07
2310 Russian Federation RUS 2020 1.440731e+08
2311 Russian Federation RUS 2019 1.444063e+08
2312 Russian Federation RUS 2018 1.444779e+08
2313 Russian Federation RUS 2017 1.444967e+08
2314 Russian Federation RUS 2016 1.443424e+08
2315 Russian Federation RUS 2015 1.440969e+08
2316 Russian Federation RUS 2014 1.438197e+08
2317 Russian Federation RUS 2013 1.435070e+08
2318 Russian Federation RUS 2012 1.432017e+08
2319 Russian Federation RUS 2011 1.429609e+08
2320 Russian Federation RUS 2010 1.428495e+08
2321 Rwanda RWA 2020 1.314636e+07
2322 Rwanda RWA 2019 1.283503e+07
2323 Rwanda RWA 2018 1.253181e+07
2324 Rwanda RWA 2017 1.223034e+07
2325 Rwanda RWA 2016 1.193090e+07
2326 Rwanda RWA 2015 1.164296e+07
2327 Rwanda RWA 2014 1.136845e+07
2328 Rwanda RWA 2013 1.110135e+07
2329 Rwanda RWA 2012 1.084033e+07
2330 Rwanda RWA 2011 1.057693e+07
2331 Rwanda RWA 2010 1.030903e+07
2332 Samoa WSM 2020 2.149290e+05
2333 Samoa WSM 2019 2.119050e+05
2334 Samoa WSM 2018 2.097010e+05
2335 Samoa WSM 2017 2.076300e+05
2336 Samoa WSM 2016 2.055440e+05
2337 Samoa WSM 2015 2.035710e+05
2338 Samoa WSM 2014 2.017570e+05
2339 Samoa WSM 2013 1.999390e+05
2340 Samoa WSM 2012 1.981240e+05
2341 Samoa WSM 2011 1.963510e+05
2342 Samoa WSM 2010 1.946720e+05
2343 San Marino SMR 2020 3.400700e+04
2344 San Marino SMR 2019 3.417800e+04
2345 San Marino SMR 2018 3.415600e+04
2346 San Marino SMR 2017 3.405600e+04
2347 San Marino SMR 2016 3.383400e+04
2348 San Marino SMR 2015 3.357000e+04
2349 San Marino SMR 2014 3.338900e+04
2350 San Marino SMR 2013 3.328500e+04
2351 San Marino SMR 2012 3.313200e+04
2352 San Marino SMR 2011 3.249500e+04
2353 San Marino SMR 2010 3.160800e+04
2354 Sao Tome and Principe STP 2020 2.186410e+05
2355 Sao Tome and Principe STP 2019 2.145990e+05
2356 Sao Tome and Principe STP 2018 2.113440e+05
2357 Sao Tome and Principe STP 2017 2.080360e+05
2358 Sao Tome and Principe STP 2016 2.046320e+05
2359 Sao Tome and Principe STP 2015 2.011240e+05
2360 Sao Tome and Principe STP 2014 1.974970e+05
2361 Sao Tome and Principe STP 2013 1.937570e+05
2362 Sao Tome and Principe STP 2012 1.899240e+05
2363 Sao Tome and Principe STP 2011 1.860440e+05
2364 Sao Tome and Principe STP 2010 1.821380e+05
2365 Saudi Arabia SAU 2020 3.599711e+07
2366 Saudi Arabia SAU 2019 3.582736e+07
2367 Saudi Arabia SAU 2018 3.501813e+07
2368 Saudi Arabia SAU 2017 3.419312e+07
2369 Saudi Arabia SAU 2016 3.341627e+07
2370 Saudi Arabia SAU 2015 3.274985e+07
2371 Saudi Arabia SAU 2014 3.212556e+07
2372 Saudi Arabia SAU 2013 3.148250e+07
2373 Saudi Arabia SAU 2012 3.082154e+07
2374 Saudi Arabia SAU 2011 3.015094e+07
2375 Saudi Arabia SAU 2010 2.941193e+07
2376 Senegal SEN 2020 1.643612e+07
2377 Senegal SEN 2019 1.600078e+07
2378 Senegal SEN 2018 1.557491e+07
2379 Senegal SEN 2017 1.515779e+07
2380 Senegal SEN 2016 1.475136e+07
2381 Senegal SEN 2015 1.435618e+07
2382 Senegal SEN 2014 1.397031e+07
2383 Senegal SEN 2013 1.359557e+07
2384 Senegal SEN 2012 1.323183e+07
2385 Senegal SEN 2011 1.287588e+07
2386 Senegal SEN 2010 1.253012e+07
2387 Serbia SRB 2020 6.899126e+06
2388 Serbia SRB 2019 6.945235e+06
2389 Serbia SRB 2018 6.982604e+06
2390 Serbia SRB 2017 7.020858e+06
2391 Serbia SRB 2016 7.058322e+06
2392 Serbia SRB 2015 7.095383e+06
2393 Serbia SRB 2014 7.130576e+06
2394 Serbia SRB 2013 7.164132e+06
2395 Serbia SRB 2012 7.199077e+06
2396 Serbia SRB 2011 7.234099e+06
2397 Serbia SRB 2010 7.291436e+06
2398 Seychelles SYC 2020 9.846200e+04
2399 Seychelles SYC 2019 9.762500e+04
2400 Seychelles SYC 2018 9.676200e+04
2401 Seychelles SYC 2017 9.584300e+04
2402 Seychelles SYC 2016 9.467700e+04
2403 Seychelles SYC 2015 9.341900e+04
2404 Seychelles SYC 2014 9.135900e+04
2405 Seychelles SYC 2013 8.994900e+04
2406 Seychelles SYC 2012 8.830300e+04
2407 Seychelles SYC 2011 8.744100e+04
2408 Seychelles SYC 2010 8.977000e+04
2409 Sierra Leone SLE 2020 8.233970e+06
2410 Sierra Leone SLE 2019 8.046828e+06
2411 Sierra Leone SLE 2018 7.861281e+06
2412 Sierra Leone SLE 2017 7.677565e+06
2413 Sierra Leone SLE 2016 7.493913e+06
2414 Sierra Leone SLE 2015 7.314773e+06
2415 Sierra Leone SLE 2014 7.140688e+06
2416 Sierra Leone SLE 2013 6.964859e+06
2417 Sierra Leone SLE 2012 6.788587e+06
2418 Sierra Leone SLE 2011 6.612385e+06
2419 Sierra Leone SLE 2010 6.436698e+06
2420 Singapore SGP 2020 5.685807e+06
2421 Singapore SGP 2019 5.703569e+06
2422 Singapore SGP 2018 5.638676e+06
2423 Singapore SGP 2017 5.612253e+06
2424 Singapore SGP 2016 5.607283e+06
2425 Singapore SGP 2015 5.535002e+06
2426 Singapore SGP 2014 5.469724e+06
2427 Singapore SGP 2013 5.399162e+06
2428 Singapore SGP 2012 5.312437e+06
2429 Singapore SGP 2011 5.183688e+06
2430 Singapore SGP 2010 5.076732e+06
2431 Sint Maarten (Dutch part) SXM 2020 4.231000e+04
2432 Sint Maarten (Dutch part) SXM 2019 4.160800e+04
2433 Sint Maarten (Dutch part) SXM 2018 4.089500e+04
2434 Sint Maarten (Dutch part) SXM 2017 4.057400e+04
2435 Sint Maarten (Dutch part) SXM 2016 3.996900e+04
2436 Sint Maarten (Dutch part) SXM 2015 3.882500e+04
2437 Sint Maarten (Dutch part) SXM 2014 3.768500e+04
2438 Sint Maarten (Dutch part) SXM 2013 3.660700e+04
2439 Sint Maarten (Dutch part) SXM 2012 3.464000e+04
2440 Sint Maarten (Dutch part) SXM 2011 3.343500e+04
2441 Sint Maarten (Dutch part) SXM 2010 3.405600e+04
2442 Slovak Republic SVK 2020 5.458827e+06
2443 Slovak Republic SVK 2019 5.454147e+06
2444 Slovak Republic SVK 2018 5.446771e+06
2445 Slovak Republic SVK 2017 5.439232e+06
2446 Slovak Republic SVK 2016 5.430798e+06
2447 Slovak Republic SVK 2015 5.423801e+06
2448 Slovak Republic SVK 2014 5.418649e+06
2449 Slovak Republic SVK 2013 5.413393e+06
2450 Slovak Republic SVK 2012 5.407579e+06
2451 Slovak Republic SVK 2011 5.398384e+06
2452 Slovak Republic SVK 2010 5.391428e+06
2453 Slovenia SVN 2020 2.102419e+06
2454 Slovenia SVN 2019 2.088385e+06
2455 Slovenia SVN 2018 2.073894e+06
2456 Slovenia SVN 2017 2.066388e+06
2457 Slovenia SVN 2016 2.065042e+06
2458 Slovenia SVN 2015 2.063531e+06
2459 Slovenia SVN 2014 2.061980e+06
2460 Slovenia SVN 2013 2.059953e+06
2461 Slovenia SVN 2012 2.057159e+06
2462 Slovenia SVN 2011 2.052843e+06
2463 Slovenia SVN 2010 2.048583e+06
2464 Solomon Islands SLB 2020 6.911910e+05
2465 Solomon Islands SLB 2019 6.749930e+05
2466 Solomon Islands SLB 2018 6.592490e+05
2467 Solomon Islands SLB 2017 6.436340e+05
2468 Solomon Islands SLB 2016 6.281020e+05
2469 Solomon Islands SLB 2015 6.126600e+05
2470 Solomon Islands SLB 2014 5.973750e+05
2471 Solomon Islands SLB 2013 5.823650e+05
2472 Solomon Islands SLB 2012 5.677630e+05
2473 Solomon Islands SLB 2011 5.537210e+05
2474 Solomon Islands SLB 2010 5.403940e+05
2475 Somalia SOM 2020 1.653702e+07
2476 Somalia SOM 2019 1.598130e+07
2477 Somalia SOM 2018 1.541109e+07
2478 Somalia SOM 2017 1.486422e+07
2479 Somalia SOM 2016 1.429285e+07
2480 Somalia SOM 2015 1.376391e+07
2481 Somalia SOM 2014 1.330924e+07
2482 Somalia SOM 2013 1.285248e+07
2483 Somalia SOM 2012 1.244033e+07
2484 Somalia SOM 2011 1.221684e+07
2485 Somalia SOM 2010 1.202665e+07
2486 South Africa ZAF 2020 5.880193e+07
2487 South Africa ZAF 2019 5.808706e+07
2488 South Africa ZAF 2018 5.733964e+07
2489 South Africa ZAF 2017 5.664121e+07
2490 South Africa ZAF 2016 5.642227e+07
2491 South Africa ZAF 2015 5.587650e+07
2492 South Africa ZAF 2014 5.472955e+07
2493 South Africa ZAF 2013 5.387362e+07
2494 South Africa ZAF 2012 5.314503e+07
2495 South Africa ZAF 2011 5.244332e+07
2496 South Africa ZAF 2010 5.178492e+07
2497 South Sudan SSD 2020 1.060623e+07
2498 South Sudan SSD 2019 1.044767e+07
2499 South Sudan SSD 2018 1.039533e+07
2500 South Sudan SSD 2017 1.065823e+07
2501 South Sudan SSD 2016 1.106610e+07
2502 South Sudan SSD 2015 1.119430e+07
2503 South Sudan SSD 2014 1.121328e+07
2504 South Sudan SSD 2013 1.110603e+07
2505 South Sudan SSD 2012 1.070160e+07
2506 South Sudan SSD 2011 1.024305e+07
2507 South Sudan SSD 2010 9.714419e+06
2508 Spain ESP 2020 4.736566e+07
2509 Spain ESP 2019 4.713484e+07
2510 Spain ESP 2018 4.679775e+07
2511 Spain ESP 2017 4.659324e+07
2512 Spain ESP 2016 4.648406e+07
2513 Spain ESP 2015 4.644483e+07
2514 Spain ESP 2014 4.648088e+07
2515 Spain ESP 2013 4.662004e+07
2516 Spain ESP 2012 4.677306e+07
2517 Spain ESP 2011 4.674270e+07
2518 Spain ESP 2010 4.657690e+07
2519 Sri Lanka LKA 2020 2.191900e+07
2520 Sri Lanka LKA 2019 2.180300e+07
2521 Sri Lanka LKA 2018 2.167000e+07
2522 Sri Lanka LKA 2017 2.150681e+07
2523 Sri Lanka LKA 2016 2.142549e+07
2524 Sri Lanka LKA 2015 2.133670e+07
2525 Sri Lanka LKA 2014 2.123946e+07
2526 Sri Lanka LKA 2013 2.113176e+07
2527 Sri Lanka LKA 2012 2.101715e+07
2528 Sri Lanka LKA 2011 2.085974e+07
2529 Sri Lanka LKA 2010 2.066856e+07
2530 St. Kitts and Nevis KNA 2020 4.764200e+04
2531 St. Kitts and Nevis KNA 2019 4.771200e+04
2532 St. Kitts and Nevis KNA 2018 4.776100e+04
2533 St. Kitts and Nevis KNA 2017 4.778500e+04
2534 St. Kitts and Nevis KNA 2016 4.778800e+04
2535 St. Kitts and Nevis KNA 2015 4.779000e+04
2536 St. Kitts and Nevis KNA 2014 4.778900e+04
2537 St. Kitts and Nevis KNA 2013 4.776700e+04
2538 St. Kitts and Nevis KNA 2012 4.772700e+04
2539 St. Kitts and Nevis KNA 2011 4.758100e+04
2540 St. Kitts and Nevis KNA 2010 4.740300e+04
2541 St. Lucia LCA 2020 1.792370e+05
2542 St. Lucia LCA 2019 1.785830e+05
2543 St. Lucia LCA 2018 1.778880e+05
2544 St. Lucia LCA 2017 1.771630e+05
2545 St. Lucia LCA 2016 1.764130e+05
2546 St. Lucia LCA 2015 1.756230e+05
2547 St. Lucia LCA 2014 1.748040e+05
2548 St. Lucia LCA 2013 1.739780e+05
2549 St. Lucia LCA 2012 1.731240e+05
2550 St. Lucia LCA 2011 1.721450e+05
2551 St. Lucia LCA 2010 1.709350e+05
2552 St. Martin (French part) MAF 2020 3.255300e+04
2553 St. Martin (French part) MAF 2019 3.312100e+04
2554 St. Martin (French part) MAF 2018 3.385200e+04
2555 St. Martin (French part) MAF 2017 3.449600e+04
2556 St. Martin (French part) MAF 2016 3.481100e+04
2557 St. Martin (French part) MAF 2015 3.502000e+04
2558 St. Martin (French part) MAF 2014 3.526100e+04
2559 St. Martin (French part) MAF 2013 3.563900e+04
2560 St. Martin (French part) MAF 2012 3.602600e+04
2561 St. Martin (French part) MAF 2011 3.635000e+04
2562 St. Martin (French part) MAF 2010 3.645800e+04
2563 St. Vincent and the Grenadines VCT 2020 1.046320e+05
2564 St. Vincent and the Grenadines VCT 2019 1.049240e+05
2565 St. Vincent and the Grenadines VCT 2018 1.052810e+05
2566 St. Vincent and the Grenadines VCT 2017 1.055490e+05
2567 St. Vincent and the Grenadines VCT 2016 1.059630e+05
2568 St. Vincent and the Grenadines VCT 2015 1.064820e+05
2569 St. Vincent and the Grenadines VCT 2014 1.069120e+05
2570 St. Vincent and the Grenadines VCT 2013 1.074500e+05
2571 St. Vincent and the Grenadines VCT 2012 1.080830e+05
2572 St. Vincent and the Grenadines VCT 2011 1.087030e+05
2573 St. Vincent and the Grenadines VCT 2010 1.093080e+05
2574 Sudan SDN 2020 4.444049e+07
2575 Sudan SDN 2019 4.323209e+07
2576 Sudan SDN 2018 4.199906e+07
2577 Sudan SDN 2017 4.067983e+07
2578 Sudan SDN 2016 3.937717e+07
2579 Sudan SDN 2015 3.817118e+07
2580 Sudan SDN 2014 3.700324e+07
2581 Sudan SDN 2013 3.599070e+07
2582 Sudan SDN 2012 3.515979e+07
2583 Sudan SDN 2011 3.441962e+07
2584 Sudan SDN 2010 3.373993e+07
2585 Suriname SUR 2020 6.070650e+05
2586 Suriname SUR 2019 6.003010e+05
2587 Suriname SUR 2018 5.937150e+05
2588 Suriname SUR 2017 5.875590e+05
2589 Suriname SUR 2016 5.814530e+05
2590 Suriname SUR 2015 5.754750e+05
2591 Suriname SUR 2014 5.696820e+05
2592 Suriname SUR 2013 5.639470e+05
2593 Suriname SUR 2012 5.581110e+05
2594 Suriname SUR 2011 5.521460e+05
2595 Suriname SUR 2010 5.460800e+05
2596 Sweden SWE 2020 1.035344e+07
2597 Sweden SWE 2019 1.027889e+07
2598 Sweden SWE 2018 1.017521e+07
2599 Sweden SWE 2017 1.005770e+07
2600 Sweden SWE 2016 9.923085e+06
2601 Sweden SWE 2015 9.799186e+06
2602 Sweden SWE 2014 9.696110e+06
2603 Sweden SWE 2013 9.600379e+06
2604 Sweden SWE 2012 9.519374e+06
2605 Sweden SWE 2011 9.449213e+06
2606 Sweden SWE 2010 9.378126e+06
2607 Switzerland CHE 2020 8.638167e+06
2608 Switzerland CHE 2019 8.575280e+06
2609 Switzerland CHE 2018 8.514329e+06
2610 Switzerland CHE 2017 8.451840e+06
2611 Switzerland CHE 2016 8.373338e+06
2612 Switzerland CHE 2015 8.282396e+06
2613 Switzerland CHE 2014 8.188649e+06
2614 Switzerland CHE 2013 8.089346e+06
2615 Switzerland CHE 2012 7.996861e+06
2616 Switzerland CHE 2011 7.912398e+06
2617 Switzerland CHE 2010 7.824909e+06
2618 Syrian Arab Republic SYR 2020 2.077260e+07
2619 Syrian Arab Republic SYR 2019 2.009825e+07
2620 Syrian Arab Republic SYR 2018 1.933346e+07
2621 Syrian Arab Republic SYR 2017 1.898337e+07
2622 Syrian Arab Republic SYR 2016 1.896425e+07
2623 Syrian Arab Republic SYR 2015 1.920518e+07
2624 Syrian Arab Republic SYR 2014 2.007223e+07
2625 Syrian Arab Republic SYR 2013 2.149582e+07
2626 Syrian Arab Republic SYR 2012 2.260558e+07
2627 Syrian Arab Republic SYR 2011 2.273073e+07
2628 Syrian Arab Republic SYR 2010 2.233756e+07
2629 Tajikistan TJK 2020 9.543207e+06
2630 Tajikistan TJK 2019 9.337003e+06
2631 Tajikistan TJK 2018 9.128132e+06
2632 Tajikistan TJK 2017 8.925525e+06
2633 Tajikistan TJK 2016 8.725318e+06
2634 Tajikistan TJK 2015 8.524063e+06
2635 Tajikistan TJK 2014 8.326348e+06
2636 Tajikistan TJK 2013 8.136610e+06
2637 Tajikistan TJK 2012 7.956382e+06
2638 Tajikistan TJK 2011 7.784819e+06
2639 Tajikistan TJK 2010 7.621779e+06
2640 Tanzania TZA 2020 6.170452e+07
2641 Tanzania TZA 2019 5.987258e+07
2642 Tanzania TZA 2018 5.809044e+07
2643 Tanzania TZA 2017 5.626703e+07
2644 Tanzania TZA 2016 5.440180e+07
2645 Tanzania TZA 2015 5.254282e+07
2646 Tanzania TZA 2014 5.081455e+07
2647 Tanzania TZA 2013 4.925364e+07
2648 Tanzania TZA 2012 4.778614e+07
2649 Tanzania TZA 2011 4.641603e+07
2650 Tanzania TZA 2010 4.511053e+07
2651 Thailand THA 2020 7.147566e+07
2652 Thailand THA 2019 7.130776e+07
2653 Thailand THA 2018 7.112780e+07
2654 Thailand THA 2017 7.089820e+07
2655 Thailand THA 2016 7.060704e+07
2656 Thailand THA 2015 7.029440e+07
2657 Thailand THA 2014 6.996094e+07
2658 Thailand THA 2013 6.957860e+07
2659 Thailand THA 2012 6.915702e+07
2660 Thailand THA 2011 6.871285e+07
2661 Thailand THA 2010 6.827049e+07
2662 Timor-Leste TLS 2020 1.299995e+06
2663 Timor-Leste TLS 2019 1.280438e+06
2664 Timor-Leste TLS 2018 1.261845e+06
2665 Timor-Leste TLS 2017 1.243235e+06
2666 Timor-Leste TLS 2016 1.224562e+06
2667 Timor-Leste TLS 2015 1.205813e+06
2668 Timor-Leste TLS 2014 1.184830e+06
2669 Timor-Leste TLS 2013 1.161555e+06
2670 Timor-Leste TLS 2012 1.137676e+06
2671 Timor-Leste TLS 2011 1.112976e+06
2672 Timor-Leste TLS 2010 1.088486e+06
2673 Togo TGO 2020 8.442580e+06
2674 Togo TGO 2019 8.243094e+06
2675 Togo TGO 2018 8.046679e+06
2676 Togo TGO 2017 7.852795e+06
2677 Togo TGO 2016 7.661354e+06
2678 Togo TGO 2015 7.473229e+06
2679 Togo TGO 2014 7.288383e+06
2680 Togo TGO 2013 7.106229e+06
2681 Togo TGO 2012 6.926635e+06
2682 Togo TGO 2011 6.748672e+06
2683 Togo TGO 2010 6.571855e+06
2684 Tonga TON 2020 1.052540e+05
2685 Tonga TON 2019 1.049510e+05
2686 Tonga TON 2018 1.051500e+05
2687 Tonga TON 2017 1.054150e+05
2688 Tonga TON 2016 1.057070e+05
2689 Tonga TON 2015 1.061220e+05
2690 Tonga TON 2014 1.066260e+05
2691 Tonga TON 2013 1.070890e+05
2692 Tonga TON 2012 1.075020e+05
2693 Tonga TON 2011 1.076110e+05
2694 Tonga TON 2010 1.073830e+05
2695 Trinidad and Tobago TTO 2020 1.518147e+06
2696 Trinidad and Tobago TTO 2019 1.519955e+06
2697 Trinidad and Tobago TTO 2018 1.504709e+06
2698 Trinidad and Tobago TTO 2017 1.478607e+06
2699 Trinidad and Tobago TTO 2016 1.469330e+06
2700 Trinidad and Tobago TTO 2015 1.460177e+06
2701 Trinidad and Tobago TTO 2014 1.450661e+06
2702 Trinidad and Tobago TTO 2013 1.440729e+06
2703 Trinidad and Tobago TTO 2012 1.430377e+06
2704 Trinidad and Tobago TTO 2011 1.420020e+06
2705 Trinidad and Tobago TTO 2010 1.410296e+06
2706 Tunisia TUN 2020 1.216172e+07
2707 Tunisia TUN 2019 1.204931e+07
2708 Tunisia TUN 2018 1.193304e+07
2709 Tunisia TUN 2017 1.181144e+07
2710 Tunisia TUN 2016 1.168567e+07
2711 Tunisia TUN 2015 1.155778e+07
2712 Tunisia TUN 2014 1.142895e+07
2713 Tunisia TUN 2013 1.130028e+07
2714 Tunisia TUN 2012 1.117438e+07
2715 Tunisia TUN 2011 1.103253e+07
2716 Tunisia TUN 2010 1.089506e+07
2717 Turkiye TUR 2020 8.338468e+07
2718 Turkiye TUR 2019 8.257944e+07
2719 Turkiye TUR 2018 8.140720e+07
2720 Turkiye TUR 2017 8.031270e+07
2721 Turkiye TUR 2016 7.927796e+07
2722 Turkiye TUR 2015 7.821848e+07
2723 Turkiye TUR 2014 7.718188e+07
2724 Turkiye TUR 2013 7.614762e+07
2725 Turkiye TUR 2012 7.517583e+07
2726 Turkiye TUR 2011 7.422363e+07
2727 Turkiye TUR 2010 7.314215e+07
2728 Turkmenistan TKM 2020 6.250438e+06
2729 Turkmenistan TKM 2019 6.158420e+06
2730 Turkmenistan TKM 2018 6.065066e+06
2731 Turkmenistan TKM 2017 5.968383e+06
2732 Turkmenistan TKM 2016 5.868561e+06
2733 Turkmenistan TKM 2015 5.766431e+06
2734 Turkmenistan TKM 2014 5.663152e+06
2735 Turkmenistan TKM 2013 5.560095e+06
2736 Turkmenistan TKM 2012 5.458682e+06
2737 Turkmenistan TKM 2011 5.360811e+06
2738 Turkmenistan TKM 2010 5.267970e+06
2739 Turks and Caicos Islands TCA 2020 4.427600e+04
2740 Turks and Caicos Islands TCA 2019 4.308000e+04
2741 Turks and Caicos Islands TCA 2018 4.148700e+04
2742 Turks and Caicos Islands TCA 2017 3.984400e+04
2743 Turks and Caicos Islands TCA 2016 3.824600e+04
2744 Turks and Caicos Islands TCA 2015 3.653800e+04
2745 Turks and Caicos Islands TCA 2014 3.498500e+04
2746 Turks and Caicos Islands TCA 2013 3.359400e+04
2747 Turks and Caicos Islands TCA 2012 3.208100e+04
2748 Turks and Caicos Islands TCA 2011 3.081600e+04
2749 Turks and Caicos Islands TCA 2010 2.972600e+04
2750 Tuvalu TUV 2020 1.106900e+04
2751 Tuvalu TUV 2019 1.095600e+04
2752 Tuvalu TUV 2018 1.086500e+04
2753 Tuvalu TUV 2017 1.082800e+04
2754 Tuvalu TUV 2016 1.085200e+04
2755 Tuvalu TUV 2015 1.087700e+04
2756 Tuvalu TUV 2014 1.089900e+04
2757 Tuvalu TUV 2013 1.091800e+04
2758 Tuvalu TUV 2012 1.085400e+04
2759 Tuvalu TUV 2011 1.070000e+04
2760 Tuvalu TUV 2010 1.055000e+04
2761 Uganda UGA 2020 4.440461e+07
2762 Uganda UGA 2019 4.294908e+07
2763 Uganda UGA 2018 4.151540e+07
2764 Uganda UGA 2017 4.012708e+07
2765 Uganda UGA 2016 3.874830e+07
2766 Uganda UGA 2015 3.747736e+07
2767 Uganda UGA 2014 3.633654e+07
2768 Uganda UGA 2013 3.527357e+07
2769 Uganda UGA 2012 3.427330e+07
2770 Uganda UGA 2011 3.329574e+07
2771 Uganda UGA 2010 3.234173e+07
2772 Ukraine UKR 2020 4.413205e+07
2773 Ukraine UKR 2019 4.438620e+07
2774 Ukraine UKR 2018 4.462252e+07
2775 Ukraine UKR 2017 4.483114e+07
2776 Ukraine UKR 2016 4.500467e+07
2777 Ukraine UKR 2015 4.515404e+07
2778 Ukraine UKR 2014 4.527216e+07
2779 Ukraine UKR 2013 4.548965e+07
2780 Ukraine UKR 2012 4.559334e+07
2781 Ukraine UKR 2011 4.570609e+07
2782 Ukraine UKR 2010 4.587074e+07
2783 United Arab Emirates ARE 2020 9.287289e+06
2784 United Arab Emirates ARE 2019 9.211657e+06
2785 United Arab Emirates ARE 2018 9.140169e+06
2786 United Arab Emirates ARE 2017 9.068296e+06
2787 United Arab Emirates ARE 2016 8.994263e+06
2788 United Arab Emirates ARE 2015 8.916899e+06
2789 United Arab Emirates ARE 2014 8.835951e+06
2790 United Arab Emirates ARE 2013 8.751847e+06
2791 United Arab Emirates ARE 2012 8.664969e+06
2792 United Arab Emirates ARE 2011 8.575205e+06
2793 United Arab Emirates ARE 2010 8.481771e+06
2794 United Kingdom GBR 2020 6.708123e+07
2795 United Kingdom GBR 2019 6.683633e+07
2796 United Kingdom GBR 2018 6.646034e+07
2797 United Kingdom GBR 2017 6.605886e+07
2798 United Kingdom GBR 2016 6.561159e+07
2799 United Kingdom GBR 2015 6.511622e+07
2800 United Kingdom GBR 2014 6.460230e+07
2801 United Kingdom GBR 2013 6.412827e+07
2802 United Kingdom GBR 2012 6.370022e+07
2803 United Kingdom GBR 2011 6.325881e+07
2804 United Kingdom GBR 2010 6.276636e+07
2805 United States USA 2020 3.315115e+08
2806 United States USA 2019 3.283300e+08
2807 United States USA 2018 3.268382e+08
2808 United States USA 2017 3.251221e+08
2809 United States USA 2016 3.230718e+08
2810 United States USA 2015 3.207390e+08
2811 United States USA 2014 3.183863e+08
2812 United States USA 2013 3.160599e+08
2813 United States USA 2012 3.138777e+08
2814 United States USA 2011 3.115835e+08
2815 United States USA 2010 3.093271e+08
2816 Uruguay URY 2020 3.429086e+06
2817 Uruguay URY 2019 3.428409e+06
2818 Uruguay URY 2018 3.427042e+06
2819 Uruguay URY 2017 3.422200e+06
2820 Uruguay URY 2016 3.413766e+06
2821 Uruguay URY 2015 3.402818e+06
2822 Uruguay URY 2014 3.391662e+06
2823 Uruguay URY 2013 3.381180e+06
2824 Uruguay URY 2012 3.371133e+06
2825 Uruguay URY 2011 3.361637e+06
2826 Uruguay URY 2010 3.352651e+06
2827 Uzbekistan UZB 2020 3.423205e+07
2828 Uzbekistan UZB 2019 3.358035e+07
2829 Uzbekistan UZB 2018 3.295610e+07
2830 Uzbekistan UZB 2017 3.238860e+07
2831 Uzbekistan UZB 2016 3.184790e+07
2832 Uzbekistan UZB 2015 3.129890e+07
2833 Uzbekistan UZB 2014 3.075770e+07
2834 Uzbekistan UZB 2013 3.024320e+07
2835 Uzbekistan UZB 2012 2.977450e+07
2836 Uzbekistan UZB 2011 2.933940e+07
2837 Uzbekistan UZB 2010 2.856240e+07
2838 Vanuatu VUT 2020 3.116850e+05
2839 Vanuatu VUT 2019 3.044040e+05
2840 Vanuatu VUT 2018 2.972980e+05
2841 Vanuatu VUT 2017 2.902390e+05
2842 Vanuatu VUT 2016 2.832180e+05
2843 Vanuatu VUT 2015 2.764380e+05
2844 Vanuatu VUT 2014 2.699270e+05
2845 Vanuatu VUT 2013 2.635340e+05
2846 Vanuatu VUT 2012 2.573130e+05
2847 Vanuatu VUT 2011 2.512940e+05
2848 Vanuatu VUT 2010 2.454530e+05
2849 Venezuela, RB VEN 2020 2.849045e+07
2850 Venezuela, RB VEN 2019 2.897168e+07
2851 Venezuela, RB VEN 2018 2.982565e+07
2852 Venezuela, RB VEN 2017 3.056343e+07
2853 Venezuela, RB VEN 2016 3.074146e+07
2854 Venezuela, RB VEN 2015 3.052972e+07
2855 Venezuela, RB VEN 2014 3.019326e+07
2856 Venezuela, RB VEN 2013 2.983802e+07
2857 Venezuela, RB VEN 2012 2.947043e+07
2858 Venezuela, RB VEN 2011 2.909616e+07
2859 Venezuela, RB VEN 2010 2.871502e+07
2860 Viet Nam VNM 2020 9.664868e+07
2861 Viet Nam VNM 2019 9.577672e+07
2862 Viet Nam VNM 2018 9.491433e+07
2863 Viet Nam VNM 2017 9.403305e+07
2864 Viet Nam VNM 2016 9.312653e+07
2865 Viet Nam VNM 2015 9.219140e+07
2866 Viet Nam VNM 2014 9.123550e+07
2867 Viet Nam VNM 2013 9.026774e+07
2868 Viet Nam VNM 2012 8.930133e+07
2869 Viet Nam VNM 2011 8.834912e+07
2870 Viet Nam VNM 2010 8.741101e+07
2871 Virgin Islands (U.S.) VIR 2020 1.062900e+05
2872 Virgin Islands (U.S.) VIR 2019 1.066690e+05
2873 Virgin Islands (U.S.) VIR 2018 1.070010e+05
2874 Virgin Islands (U.S.) VIR 2017 1.072810e+05
2875 Virgin Islands (U.S.) VIR 2016 1.075160e+05
2876 Virgin Islands (U.S.) VIR 2015 1.077120e+05
2877 Virgin Islands (U.S.) VIR 2014 1.078820e+05
2878 Virgin Islands (U.S.) VIR 2013 1.080410e+05
2879 Virgin Islands (U.S.) VIR 2012 1.081880e+05
2880 Virgin Islands (U.S.) VIR 2011 1.082900e+05
2881 Virgin Islands (U.S.) VIR 2010 1.083570e+05
2882 West Bank and Gaza PSE 2020 4.803269e+06
2883 West Bank and Gaza PSE 2019 4.685306e+06
2884 West Bank and Gaza PSE 2018 4.569087e+06
2885 West Bank and Gaza PSE 2017 4.454805e+06
2886 West Bank and Gaza PSE 2016 4.367088e+06
2887 West Bank and Gaza PSE 2015 4.270092e+06
2888 West Bank and Gaza PSE 2014 4.173398e+06
2889 West Bank and Gaza PSE 2013 4.076708e+06
2890 West Bank and Gaza PSE 2012 3.979998e+06
2891 West Bank and Gaza PSE 2011 3.882986e+06
2892 West Bank and Gaza PSE 2010 3.786161e+06
2893 Yemen, Rep. YEM 2020 3.228405e+07
2894 Yemen, Rep. YEM 2019 3.154669e+07
2895 Yemen, Rep. YEM 2018 3.079051e+07
2896 Yemen, Rep. YEM 2017 3.003439e+07
2897 Yemen, Rep. YEM 2016 2.927400e+07
2898 Yemen, Rep. YEM 2015 2.851654e+07
2899 Yemen, Rep. YEM 2014 2.775330e+07
2900 Yemen, Rep. YEM 2013 2.698400e+07
2901 Yemen, Rep. YEM 2012 2.622339e+07
2902 Yemen, Rep. YEM 2011 2.547561e+07
2903 Yemen, Rep. YEM 2010 2.474395e+07
2904 Zambia ZMB 2020 1.892772e+07
2905 Zambia ZMB 2019 1.838048e+07
2906 Zambia ZMB 2018 1.783589e+07
2907 Zambia ZMB 2017 1.729805e+07
2908 Zambia ZMB 2016 1.676776e+07
2909 Zambia ZMB 2015 1.624823e+07
2910 Zambia ZMB 2014 1.573779e+07
2911 Zambia ZMB 2013 1.523498e+07
2912 Zambia ZMB 2012 1.474466e+07
2913 Zambia ZMB 2011 1.426581e+07
2914 Zambia ZMB 2010 1.379209e+07
2915 Zimbabwe ZWE 2020 1.566967e+07
2916 Zimbabwe ZWE 2019 1.535461e+07
2917 Zimbabwe ZWE 2018 1.505218e+07
2918 Zimbabwe ZWE 2017 1.475110e+07
2919 Zimbabwe ZWE 2016 1.445270e+07
2920 Zimbabwe ZWE 2015 1.415494e+07
2921 Zimbabwe ZWE 2014 1.385575e+07
2922 Zimbabwe ZWE 2013 1.355542e+07
2923 Zimbabwe ZWE 2012 1.326533e+07
2924 Zimbabwe ZWE 2011 1.302578e+07
2925 Zimbabwe ZWE 2010 1.283977e+07
In [83]:
worldbank_population = pd.DataFrame(worldbank_population)
excel_worldbank_population = "worldbank_population.xlsx"
worldbank_population.to_excel(excel_worldbank_population, index=False)

1.3 Web-scraped¶

- Resource: form on website¶

- Data: Happiness Indicator 2010-2020¶

In [84]:
url = "https://happiness-report.s3.amazonaws.com/2021/DataPanelWHR2021C2.xls"
happiness = pd.read_excel(url)
pd.set_option('display.max_rows', None)
print(happiness )
                   Country name  year  Life Ladder  Log GDP per capita  \
0                   Afghanistan  2008     3.723590            7.370100   
1                   Afghanistan  2009     4.401778            7.539972   
2                   Afghanistan  2010     4.758381            7.646709   
3                   Afghanistan  2011     3.831719            7.619532   
4                   Afghanistan  2012     3.782938            7.705479   
5                   Afghanistan  2013     3.572100            7.725029   
6                   Afghanistan  2014     3.130896            7.718354   
7                   Afghanistan  2015     3.982855            7.701992   
8                   Afghanistan  2016     4.220169            7.696560   
9                   Afghanistan  2017     2.661718            7.697381   
10                  Afghanistan  2018     2.694303            7.691767   
11                  Afghanistan  2019     2.375092            7.697248   
12                      Albania  2007     4.634252            9.142183   
13                      Albania  2009     5.485470            9.261868   
14                      Albania  2010     5.268937            9.303230   
15                      Albania  2011     5.867422            9.331056   
16                      Albania  2012     5.510124            9.346783   
17                      Albania  2013     4.550648            9.358584   
18                      Albania  2014     4.813763            9.378244   
19                      Albania  2015     4.606651            9.403102   
20                      Albania  2016     4.511101            9.437311   
21                      Albania  2017     4.639548            9.475548   
22                      Albania  2018     5.004403            9.517920   
23                      Albania  2019     4.995318            9.544080   
24                      Albania  2020     5.364910            9.497252   
25                      Algeria  2010     5.463567            9.286936   
26                      Algeria  2011     5.317194            9.296691   
27                      Algeria  2012     5.604596            9.310611   
28                      Algeria  2014     6.354898            9.335159   
29                      Algeria  2016     5.340854            9.362022   
30                      Algeria  2017     5.248912            9.354488   
31                      Algeria  2018     5.043086            9.348318   
32                      Algeria  2019     4.744627            9.336946   
33                       Angola  2011     5.589001            8.945782   
34                       Angola  2012     4.360250            8.991773   
35                       Angola  2013     3.937107            9.004611   
36                       Angola  2014     3.794838            9.016735   
37                    Argentina  2006     6.312925            9.941642   
38                    Argentina  2007     6.073158           10.017901   
39                    Argentina  2008     5.961034           10.047747   
40                    Argentina  2009     6.424133            9.976742   
41                    Argentina  2010     6.441067           10.065669   
42                    Argentina  2011     6.775805           10.112445   
43                    Argentina  2012     6.468387           10.090758   
44                    Argentina  2013     6.582260           10.103335   
45                    Argentina  2014     6.671114           10.066894   
46                    Argentina  2015     6.697131           10.083059   
47                    Argentina  2016     6.427221           10.051465   
48                    Argentina  2017     6.039330           10.067430   
49                    Argentina  2018     5.792797           10.032141   
50                    Argentina  2019     6.085561           10.000340   
51                    Argentina  2020     5.900567            9.850450   
52                      Armenia  2006     4.289311            9.043633   
53                      Armenia  2007     4.881516            9.180747   
54                      Armenia  2008     4.651972            9.256032   
55                      Armenia  2009     4.177582            9.110784   
56                      Armenia  2010     4.367811            9.136283   
57                      Armenia  2011     4.260491            9.182483   
58                      Armenia  2012     4.319712            9.249339   
59                      Armenia  2013     4.277191            9.277186   
60                      Armenia  2014     4.453083            9.307452   
61                      Armenia  2015     4.348320            9.334446   
62                      Armenia  2016     4.325472            9.332829   
63                      Armenia  2017     4.287736            9.402205   
64                      Armenia  2018     5.062449            9.450535   
65                      Armenia  2019     5.488087            9.521770   
66                    Australia  2005     7.340688           10.658608   
67                    Australia  2007     7.285391           10.702894   
68                    Australia  2008     7.253757           10.718780   
69                    Australia  2010     7.450047           10.722262   
70                    Australia  2011     7.405616           10.732697   
71                    Australia  2012     7.195586           10.753672   
72                    Australia  2013     7.364169           10.761981   
73                    Australia  2014     7.288550           10.772080   
74                    Australia  2015     7.309061           10.779378   
75                    Australia  2016     7.250080           10.791088   
76                    Australia  2017     7.257038           10.797644   
77                    Australia  2018     7.176993           10.811262   
78                    Australia  2019     7.233995           10.814893   
79                    Australia  2020     7.137368           10.759864   
80                      Austria  2006     7.122211           10.841940   
81                      Austria  2008     7.180954           10.886662   
82                      Austria  2010     7.302679           10.861471   
83                      Austria  2011     7.470513           10.886909   
84                      Austria  2012     7.400689           10.889132   
85                      Austria  2013     7.498803           10.883492   
86                      Austria  2014     6.950000           10.882268   
87                      Austria  2015     7.076447           10.881152   
88                      Austria  2016     7.048072           10.890950   
89                      Austria  2017     7.293728           10.908466   
90                      Austria  2018     7.396002           10.927505   
91                      Austria  2019     7.195361           10.939381   
92                      Austria  2020     7.213489           10.851118   
93                   Azerbaijan  2006     4.727871            9.170049   
94                   Azerbaijan  2007     4.568160            9.385553   
95                   Azerbaijan  2008     4.817189            9.465227   
96                   Azerbaijan  2009     4.573725            9.534023   
97                   Azerbaijan  2010     4.218611            9.568907   
98                   Azerbaijan  2011     4.680470            9.540022   
99                   Azerbaijan  2012     4.910772            9.548524   
100                  Azerbaijan  2013     5.481178            9.592381   
101                  Azerbaijan  2014     5.251530            9.607490   
102                  Azerbaijan  2015     5.146775            9.606018   
103                  Azerbaijan  2016     5.303895            9.563725   
104                  Azerbaijan  2017     5.152279            9.555448   
105                  Azerbaijan  2018     5.167995            9.561677   
106                  Azerbaijan  2019     5.173389            9.575251   
107                     Bahrain  2009     5.700523           10.709387   
108                     Bahrain  2010     5.936869           10.705819   
109                     Bahrain  2011     4.823976           10.695849   
110                     Bahrain  2012     5.027187           10.715547   
111                     Bahrain  2013     6.689711           10.756761   
112                     Bahrain  2014     6.165134           10.783467   
113                     Bahrain  2015     6.007375           10.785271   
114                     Bahrain  2016     6.169673           10.780850   
115                     Bahrain  2017     6.227321           10.771480   
116                     Bahrain  2019     7.098012           10.714991   
117                     Bahrain  2020     6.173176           10.619904   
118                  Bangladesh  2006     4.318909            7.782841   
119                  Bangladesh  2007     4.607322            7.838781   
120                  Bangladesh  2008     5.052279            7.885724   
121                  Bangladesh  2009     5.082851            7.923776   
122                  Bangladesh  2010     4.858481            7.966749   
123                  Bangladesh  2011     4.985649            8.017946   
124                  Bangladesh  2012     4.724444            8.069572   
125                  Bangladesh  2013     4.660161            8.116403   
126                  Bangladesh  2014     4.635565            8.163822   
127                  Bangladesh  2015     4.633474            8.216118   
128                  Bangladesh  2016     4.556141            8.273924   
129                  Bangladesh  2017     4.309771            8.333532   
130                  Bangladesh  2018     4.499217            8.398730   
131                  Bangladesh  2019     5.114217            8.466684   
132                  Bangladesh  2020     5.279987            8.472195   
133                     Belarus  2006     5.657650            9.489099   
134                     Belarus  2007     5.616976            9.576188   
135                     Belarus  2008     5.463332            9.676768   
136                     Belarus  2009     5.564131            9.680996   
137                     Belarus  2010     5.525923            9.757792   
138                     Belarus  2011     5.225308            9.812018   
139                     Belarus  2012     5.749043            9.829665   
140                     Belarus  2013     5.876466            9.839491   
141                     Belarus  2014     5.812401            9.855708   
142                     Belarus  2015     5.718908            9.815067   
143                     Belarus  2016     5.177899            9.788223   
144                     Belarus  2017     5.552915            9.813574   
145                     Belarus  2018     5.233770            9.846136   
146                     Belarus  2019     5.821453            9.860039   
147                     Belgium  2005     7.262290           10.744605   
148                     Belgium  2007     7.218840           10.791979   
149                     Belgium  2008     7.116591           10.788538   
150                     Belgium  2010     6.853514           10.779181   
151                     Belgium  2011     7.111364           10.782974   
152                     Belgium  2012     6.935122           10.784138   
153                     Belgium  2013     7.103661           10.784006   
154                     Belgium  2014     6.855329           10.795229   
155                     Belgium  2015     6.904219           10.809559   
156                     Belgium  2016     6.948936           10.819170   
157                     Belgium  2017     6.928348           10.834178   
158                     Belgium  2018     6.892172           10.844393   
159                     Belgium  2019     6.772138           10.853364   
160                     Belgium  2020     6.838761           10.770537   
161                      Belize  2007     6.450644            8.892479   
162                      Belize  2014     5.955647            8.883127   
163                       Benin  2006     3.329802            7.865885   
164                       Benin  2008     3.667140            7.915053   
165                       Benin  2011     3.870280            7.903917   
166                       Benin  2012     3.193469            7.922932   
167                       Benin  2013     3.479413            7.964470   
168                       Benin  2014     3.347419            7.998286   
169                       Benin  2015     3.624664            7.988194   
170                       Benin  2016     4.007358            7.993432   
171                       Benin  2017     4.853181            8.021096   
172                       Benin  2018     5.819827            8.058573   
173                       Benin  2019     4.976361            8.097825   
174                       Benin  2020     4.407746            8.102292   
175                      Bhutan  2013     5.569092            9.122986   
176                      Bhutan  2014     4.938578            9.166805   
177                      Bhutan  2015     5.082129            9.218924   
178                     Bolivia  2006     5.373986            8.686212   
179                     Bolivia  2007     5.628419            8.713645   
180                     Bolivia  2008     5.297873            8.756404   
181                     Bolivia  2009     6.085579            8.772761   
182                     Bolivia  2010     5.780620            8.796763   
183                     Bolivia  2011     5.778874            8.831271   
184                     Bolivia  2012     6.018895            8.865225   
185                     Bolivia  2013     5.767429            8.915230   
186                     Bolivia  2014     5.864799            8.952947   
187                     Bolivia  2015     5.834329            8.985247   
188                     Bolivia  2016     5.769723            9.012200   
189                     Bolivia  2017     5.650553            9.038804   
190                     Bolivia  2018     5.915734            9.065954   
191                     Bolivia  2019     5.674271            9.073888   
192                     Bolivia  2020     5.559259            8.997990   
193      Bosnia and Herzegovina  2007     4.899807            9.266820   
194      Bosnia and Herzegovina  2009     4.963477            9.296339   
195      Bosnia and Herzegovina  2010     4.668518            9.312170   
196      Bosnia and Herzegovina  2011     4.994671            9.333239   
197      Bosnia and Herzegovina  2012     4.773145            9.341687   
198      Bosnia and Herzegovina  2013     5.123664            9.382378   
199      Bosnia and Herzegovina  2014     5.248954            9.411018   
200      Bosnia and Herzegovina  2015     5.117178            9.456696   
201      Bosnia and Herzegovina  2016     5.180865            9.500314   
202      Bosnia and Herzegovina  2017     5.089902            9.531589   
203      Bosnia and Herzegovina  2018     5.887401            9.576346   
204      Bosnia and Herzegovina  2019     6.015522            9.608767   
205      Bosnia and Herzegovina  2020     5.515816            9.583344   
206                    Botswana  2006     4.739367            9.492278   
207                    Botswana  2008     5.451147            9.589868   
208                    Botswana  2010     3.553020            9.555798   
209                    Botswana  2011     3.519921            9.600382   
210                    Botswana  2012     4.835939            9.632069   
211                    Botswana  2013     4.128299            9.728311   
212                    Botswana  2014     4.031197            9.756402   
213                    Botswana  2015     3.761965            9.724023   
214                    Botswana  2016     3.498937            9.747831   
215                    Botswana  2017     3.504881            9.755754   
216                    Botswana  2018     3.461366            9.777593   
217                    Botswana  2019     3.471085            9.785069   
218                      Brazil  2005     6.636771            9.438417   
219                      Brazil  2007     6.320673            9.514919   
220                      Brazil  2008     6.691425            9.554664   
221                      Brazil  2009     7.000832            9.543785   
222                      Brazil  2010     6.837331            9.606989   
223                      Brazil  2011     7.037817            9.636804   
224                      Brazil  2012     6.660004            9.646898   
225                      Brazil  2013     7.140283            9.667768   
226                      Brazil  2014     6.980999            9.664237   
227                      Brazil  2015     6.546897            9.619746   
228                      Brazil  2016     6.374817            9.578201   
229                      Brazil  2017     6.332929            9.583272   
230                      Brazil  2018     6.190922            9.588520   
231                      Brazil  2019     6.451149            9.592306   
232                      Brazil  2020     6.109718            9.522141   
233                    Bulgaria  2007     3.843798            9.715486   
234                    Bulgaria  2010     3.912276            9.765453   
235                    Bulgaria  2011     3.875382            9.795103   
236                    Bulgaria  2012     4.222297            9.804495   
237                    Bulgaria  2013     3.993021            9.813273   
238                    Bulgaria  2014     4.438440            9.837726   
239                    Bulgaria  2015     4.865401            9.883226   
240                    Bulgaria  2016     4.837561            9.927648   
241                    Bulgaria  2017     5.096902            9.969418   
242                    Bulgaria  2018     5.098814           10.007013   
243                    Bulgaria  2019     5.108438           10.047213   
244                    Bulgaria  2020     5.597723            9.990658   
245                Burkina Faso  2006     3.801491            7.366805   
246                Burkina Faso  2007     4.017130            7.376977   
247                Burkina Faso  2008     3.846439            7.403108   
248                Burkina Faso  2010     4.035561            7.452925   
249                Burkina Faso  2011     4.785367            7.486960   
250                Burkina Faso  2012     3.955008            7.519517   
251                Burkina Faso  2013     3.325950            7.546011   
252                Burkina Faso  2014     3.481348            7.558751   
253                Burkina Faso  2015     4.418930            7.567736   
254                Burkina Faso  2016     4.205635            7.596462   
255                Burkina Faso  2017     4.646891            7.627303   
256                Burkina Faso  2018     4.927236            7.664604   
257                Burkina Faso  2019     4.740893            7.691488   
258                     Burundi  2008     3.563228            6.718762   
259                     Burundi  2009     3.791681            6.723309   
260                     Burundi  2011     3.705894            6.748176   
261                     Burundi  2014     2.904535            6.786983   
262                     Burundi  2018     3.775283            6.635322   
263                    Cambodia  2006     3.568745            7.746449   
264                    Cambodia  2007     4.155971            7.828794   
265                    Cambodia  2008     4.462164            7.878774   
266                    Cambodia  2009     4.110626            7.864644   
267                    Cambodia  2010     4.141072            7.907173   
268                    Cambodia  2011     4.161225            7.959593   
269                    Cambodia  2012     3.898707            8.013871   
270                    Cambodia  2013     3.674467            8.068359   
271                    Cambodia  2014     3.883306            8.120969   
272                    Cambodia  2015     4.162165            8.172928   
273                    Cambodia  2016     4.461259            8.225224   
274                    Cambodia  2017     4.585842            8.275981   
275                    Cambodia  2018     5.121838            8.333111   
276                    Cambodia  2019     4.998285            8.386811   
277                    Cambodia  2020     4.376985            8.361936   
278                    Cameroon  2006     3.851072            8.007079   
279                    Cameroon  2007     4.349939            8.027517   
280                    Cameroon  2008     4.291800            8.034303   
281                    Cameroon  2009     4.741408            8.028528   
282                    Cameroon  2010     4.554257            8.034702   
283                    Cameroon  2011     4.433885            8.047761   
284                    Cameroon  2012     4.244634            8.064879   
285                    Cameroon  2013     4.271038            8.090330   
286                    Cameroon  2014     4.240441            8.120489   
287                    Cameroon  2015     5.037965            8.148646   
288                    Cameroon  2016     4.816232            8.167479   
289                    Cameroon  2017     5.074051            8.175977   
290                    Cameroon  2018     5.250738            8.189674   
291                    Cameroon  2019     4.936738            8.203218   
292                    Cameroon  2020     5.241078            8.174634   
293                      Canada  2005     7.418048           10.651751   
294                      Canada  2007     7.481753           10.739180   
295                      Canada  2008     7.485604           10.738377   
296                      Canada  2009     7.487824           10.697238   
297                      Canada  2010     7.650346           10.716547   
298                      Canada  2011     7.426054           10.737743   
299                      Canada  2012     7.415144           10.744354   
300                      Canada  2013     7.593794           10.756812   
301                      Canada  2014     7.304258           10.775055   
302                      Canada  2015     7.412773           10.774161   
303                      Canada  2016     7.244846           10.772802   
304                      Canada  2017     7.414868           10.792074   
305                      Canada  2018     7.175497           10.798032   
306                      Canada  2019     7.109076           10.800216   
307                      Canada  2020     7.024905           10.729514   
308    Central African Republic  2007     4.160130            6.987199   
309    Central African Republic  2010     3.567893            7.091202   
310    Central African Republic  2011     3.677826            7.125054   
311    Central African Republic  2016     2.693061            6.785016   
312    Central African Republic  2017     3.475862            6.816519   
313                        Chad  2006     3.434801            7.360411   
314                        Chad  2007     4.141327            7.358672   
315                        Chad  2008     4.632468            7.355508   
316                        Chad  2009     3.639445            7.363704   
317                        Chad  2010     3.742871            7.457431   
318                        Chad  2011     4.393482            7.424624   
319                        Chad  2012     4.032975            7.476016   
320                        Chad  2013     3.507663            7.497941   
321                        Chad  2014     3.460183            7.531695   
322                        Chad  2015     4.322675            7.526775   
323                        Chad  2016     4.029350            7.430738   
324                        Chad  2017     4.558937            7.369620   
325                        Chad  2018     4.486325            7.362847   
326                        Chad  2019     4.250799            7.364944   
327                       Chile  2006     6.062852            9.849908   
328                       Chile  2007     5.697930            9.887110   
329                       Chile  2008     5.789439            9.911082   
330                       Chile  2009     6.493686            9.884724   
331                       Chile  2010     6.635656            9.931132   
332                       Chile  2011     6.526335            9.980473   
333                       Chile  2012     6.599129           10.022662   
334                       Chile  2013     6.740154           10.052527   
335                       Chile  2014     6.844238           10.059429   
336                       Chile  2015     6.532750           10.070428   
337                       Chile  2016     6.579056           10.074142   
338                       Chile  2017     6.320119           10.071705   
339                       Chile  2018     6.436221           10.096529   
340                       Chile  2019     5.942250           10.095188   
341                       Chile  2020     6.150643           10.020142   
342                       China  2006     4.560495            8.696120   
343                       China  2007     4.862862            8.823954   
344                       China  2008     4.846295            8.910992   
345                       China  2009     4.454361            8.995857   
346                       China  2010     4.652737            9.092104   
347                       China  2011     5.037208            9.178532   
348                       China  2012     5.094917            9.249320   
349                       China  2013     5.241090            9.319200   
350                       China  2014     5.195619            9.385755   
351                       China  2015     5.303878            9.448723   
352                       China  2016     5.324956            9.509552   
353                       China  2017     5.099061            9.571116   
354                       China  2018     5.131434            9.631892   
355                       China  2019     5.144120            9.687612   
356                       China  2020     5.771065            9.701755   
357                    Colombia  2006     6.024943            9.277375   
358                    Colombia  2007     6.138412            9.330238   
359                    Colombia  2008     6.168395            9.350784   
360                    Colombia  2009     6.271605            9.350991   
361                    Colombia  2010     6.408113            9.384451   
362                    Colombia  2011     6.463953            9.441931   
363                    Colombia  2012     6.374880            9.471291   
364                    Colombia  2013     6.606551            9.512274   
365                    Colombia  2014     6.448789            9.546183   
366                    Colombia  2015     6.387572            9.563641   
367                    Colombia  2016     6.233715            9.570699   
368                    Colombia  2017     6.157342            9.569167   
369                    Colombia  2018     5.983512            9.578836   
370                    Colombia  2019     6.350298            9.597702   
371                    Colombia  2020     5.709175            9.495491   
372                     Comoros  2009     3.476027            7.951781   
373                     Comoros  2010     3.812191            7.964951   
374                     Comoros  2011     3.838486            7.980955   
375                     Comoros  2012     3.955640            7.988264   
376                     Comoros  2018     3.972820            8.028402   
377                     Comoros  2019     4.608616            8.033134   
378         Congo (Brazzaville)  2008     3.819792            8.082047   
379         Congo (Brazzaville)  2011     4.509824            8.180340   
380         Congo (Brazzaville)  2012     3.919342            8.191727   
381         Congo (Brazzaville)  2013     3.954951            8.200904   
382         Congo (Brazzaville)  2014     4.056013            8.242097   
383         Congo (Brazzaville)  2015     4.690830            8.243382   
384         Congo (Brazzaville)  2016     4.119493            8.189586   
385         Congo (Brazzaville)  2017     4.883991            8.145705   
386         Congo (Brazzaville)  2018     5.490214            8.135762   
387         Congo (Brazzaville)  2019     5.212623            8.101092   
388            Congo (Kinshasa)  2009     3.983849            6.728164   
389            Congo (Kinshasa)  2011     4.516964            6.796630   
390            Congo (Kinshasa)  2012     4.639227            6.831725   
391            Congo (Kinshasa)  2013     4.497477            6.879825   
392            Congo (Kinshasa)  2014     4.414300            6.937111   
393            Congo (Kinshasa)  2015     3.902742            6.970958   
394            Congo (Kinshasa)  2016     4.521935            6.961839   
395            Congo (Kinshasa)  2017     4.311033            6.965846   
396                  Costa Rica  2006     7.082465            9.564669   
397                  Costa Rica  2007     7.432132            9.629647   
398                  Costa Rica  2008     6.850680            9.661901   
399                  Costa Rica  2009     7.614929            9.639322   
400                  Costa Rica  2010     7.271054            9.675203   
401                  Costa Rica  2011     7.228889            9.705276   
402                  Costa Rica  2012     7.272250            9.740347   
403                  Costa Rica  2013     7.158000            9.751308   
404                  Costa Rica  2014     7.247086            9.774683   
405                  Costa Rica  2015     6.854004            9.799487   
406                  Costa Rica  2016     7.135618            9.830494   
407                  Costa Rica  2017     7.225182            9.858093   
408                  Costa Rica  2018     7.141075            9.874401   
409                  Costa Rica  2019     6.997619            9.885447   
410                     Croatia  2007     5.820908           10.161589   
411                     Croatia  2009     5.433320           10.103759   
412                     Croatia  2010     5.595575           10.090949   
413                     Croatia  2011     5.385373           10.091299   
414                     Croatia  2012     6.027635           10.071725   
415                     Croatia  2013     5.885463           10.069010   
416                     Croatia  2014     5.380692           10.072043   
417                     Croatia  2015     5.205438           10.104363   
418                     Croatia  2016     5.416875           10.145592   
419                     Croatia  2017     5.343166           10.188506   
420                     Croatia  2018     5.536271           10.224031   
421                     Croatia  2019     5.625744           10.257958   
422                     Croatia  2020     6.507992           10.165817   
423                        Cuba  2006     5.417869                 NaN   
424                      Cyprus  2006     6.237958           10.565565   
425                      Cyprus  2009     6.833477           10.557503   
426                      Cyprus  2010     6.386546           10.551297   
427                      Cyprus  2011     6.689609           10.529789   
428                      Cyprus  2012     6.180507           10.479476   
429                      Cyprus  2013     5.438952           10.414024   
430                      Cyprus  2014     5.627124           10.406218   
431                      Cyprus  2015     5.439161           10.445101   
432                      Cyprus  2016     5.794619           10.505802   
433                      Cyprus  2017     6.062051           10.539188   
434                      Cyprus  2018     6.276443           10.566755   
435                      Cyprus  2019     6.136833           10.585187   
436                      Cyprus  2020     6.259810                 NaN   
437              Czech Republic  2005     6.439257           10.324370   
438              Czech Republic  2007     6.500194           10.436629   
439              Czech Republic  2010     6.249618           10.419456   
440              Czech Republic  2011     6.331491           10.435011   
441              Czech Republic  2012     6.334149           10.425581   
442              Czech Republic  2013     6.697656           10.420401   
443              Czech Republic  2014     6.483730           10.446137   
444              Czech Republic  2015     6.608017           10.495902   
445              Czech Republic  2016     6.735627           10.518191   
446              Czech Republic  2017     6.789568           10.558141   
447              Czech Republic  2018     7.034165           10.582860   
448              Czech Republic  2020     6.897091           10.530134   
449                     Denmark  2005     8.018934           10.851397   
450                     Denmark  2007     7.834233           10.891111   
451                     Denmark  2008     7.970892           10.880102   
452                     Denmark  2009     7.683359           10.824442   
453                     Denmark  2010     7.770515           10.838536   
454                     Denmark  2011     7.788232           10.847698   
455                     Denmark  2012     7.519909           10.846198   
456                     Denmark  2013     7.588607           10.851319   
457                     Denmark  2014     7.507559           10.862313   
458                     Denmark  2015     7.514425           10.878405   
459                     Denmark  2016     7.557783           10.902544   
460                     Denmark  2017     7.593702           10.916268   
461                     Denmark  2018     7.648786           10.934941   
462                     Denmark  2019     7.693003           10.954033   
463                     Denmark  2020     7.514631           10.909995   
464                    Djibouti  2008     5.009330            8.111199   
465                    Djibouti  2009     4.905925            7.926556   
466                    Djibouti  2010     5.005811            7.811863   
467                    Djibouti  2011     4.369194            7.880099   
468          Dominican Republic  2006     5.087968            9.313571   
469          Dominican Republic  2007     5.081306            9.372158   
470          Dominican Republic  2008     4.842306            9.391065   
471          Dominican Republic  2009     5.431614            9.388014   
472          Dominican Republic  2010     4.735021            9.455829   
473          Dominican Republic  2011     5.396535            9.474575   
474          Dominican Republic  2012     4.753311            9.489464   
475          Dominican Republic  2013     5.015515            9.525321   
476          Dominican Republic  2014     5.387332            9.581879   
477          Dominican Republic  2015     5.061862            9.637460   
478          Dominican Republic  2016     5.238698            9.690702   
479          Dominican Republic  2017     5.605203            9.725278   
480          Dominican Republic  2018     5.433216            9.781984   
481          Dominican Republic  2019     6.004237            9.821140   
482          Dominican Republic  2020     5.168410            9.802446   
483                     Ecuador  2006     5.024191            9.185779   
484                     Ecuador  2007     4.995875            9.190714   
485                     Ecuador  2008     5.296513            9.235755   
486                     Ecuador  2009     6.021803            9.225117   
487                     Ecuador  2010     5.838051            9.243869   
488                     Ecuador  2011     5.795088            9.304221   
489                     Ecuador  2012     5.960716            9.344117   
490                     Ecuador  2013     6.019206            9.377429   
491                     Ecuador  2014     5.945852            9.399179   
492                     Ecuador  2015     5.964075            9.383989   
493                     Ecuador  2016     6.115438            9.354581   
494                     Ecuador  2017     5.839519            9.360303   
495                     Ecuador  2018     6.128010            9.355457   
496                     Ecuador  2019     5.809131            9.339202   
497                     Ecuador  2020     5.354462            9.243865   
498                       Egypt  2005     5.167754            9.035634   
499                       Egypt  2007     5.540511            9.135076   
500                       Egypt  2008     4.631741            9.186407   
501                       Egypt  2009     5.066164            9.213439   
502                       Egypt  2010     4.668916            9.243782   
503                       Egypt  2011     4.174159            9.240136   
504                       Egypt  2012     4.204157            9.240006   
505                       Egypt  2013     3.558520            9.238947   
506                       Egypt  2014     4.885073            9.245096   
507                       Egypt  2015     4.762538            9.265818   
508                       Egypt  2016     4.556741            9.286913   
509                       Egypt  2017     3.929344            9.306967   
510                       Egypt  2018     4.005451            9.338411   
511                       Egypt  2019     4.327832            9.372736   
512                       Egypt  2020     4.472397            9.382727   
513                 El Salvador  2006     5.700930            8.873026   
514                 El Salvador  2007     5.295535            8.887126   
515                 El Salvador  2008     5.191494            8.908267   
516                 El Salvador  2009     6.839087            8.882967   
517                 El Salvador  2010     6.739911            8.899548   
518                 El Salvador  2011     4.741295            8.932700   
519                 El Salvador  2012     5.934371            8.956071   
520                 El Salvador  2013     6.325063            8.973660   
521                 El Salvador  2014     5.856524            8.986002   
522                 El Salvador  2015     6.018496            9.004916   
523                 El Salvador  2016     6.139825            9.025170   
524                 El Salvador  2017     6.339318            9.042402   
525                 El Salvador  2018     6.241199            9.061327   
526                 El Salvador  2019     6.454821            9.079775   
527                 El Salvador  2020     5.461927            9.018846   
528                     Estonia  2006     5.371055           10.269773   
529                     Estonia  2007     5.332044           10.347340   
530                     Estonia  2008     5.451938           10.297791   
531                     Estonia  2009     5.137739           10.143838   
532                     Estonia  2011     5.486820           10.247500   
533                     Estonia  2012     5.363928           10.281851   
534                     Estonia  2013     5.367446           10.298781   
535                     Estonia  2014     5.555983           10.330840   
536                     Estonia  2015     5.628909           10.348465   
537                     Estonia  2016     5.649675           10.374149   
538                     Estonia  2017     5.938396           10.428835   
539                     Estonia  2018     6.091302           10.471868   
540                     Estonia  2019     6.034641           10.510816   
541                     Estonia  2020     6.452564           10.458589   
542                    Ethiopia  2012     4.561169            7.270575   
543                    Ethiopia  2013     4.444827            7.342895   
544                    Ethiopia  2014     4.506647            7.412543   
545                    Ethiopia  2015     4.573155            7.483854   
546                    Ethiopia  2016     4.297849            7.546919   
547                    Ethiopia  2017     4.180315            7.611625   
548                    Ethiopia  2018     4.379262            7.651364   
549                    Ethiopia  2019     4.099555            7.705131   
550                    Ethiopia  2020     4.549220            7.710983   
551                     Finland  2006     7.672449           10.745330   
552                     Finland  2008     7.670627           10.795864   
553                     Finland  2010     7.393264           10.733676   
554                     Finland  2011     7.354225           10.754196   
555                     Finland  2012     7.420209           10.735366   
556                     Finland  2013     7.444636           10.721698   
557                     Finland  2014     7.384571           10.713906   
558                     Finland  2015     7.447926           10.716033   
559                     Finland  2016     7.659843           10.739903   
560                     Finland  2017     7.788252           10.768089   
561                     Finland  2018     7.858107           10.782932   
562                     Finland  2019     7.780348           10.791813   
563                     Finland  2020     7.889350           10.750446   
564                      France  2005     7.093393           10.641690   
565                      France  2006     6.582700           10.658916   
566                      France  2008     7.008065           10.673645   
567                      France  2009     6.283498           10.639346   
568                      France  2010     6.797901           10.653713   
569                      France  2011     6.959185           10.670567   
570                      France  2012     6.649365           10.668853   
571                      France  2013     6.667121           10.669452   
572                      France  2014     6.466868           10.674232   
573                      France  2015     6.357625           10.681743   
574                      France  2016     6.475209           10.690000   
575                      France  2017     6.635222           10.710555   
576                      France  2018     6.665904           10.726808   
577                      France  2019     6.689644           10.740378   
578                      France  2020     6.714112           10.643280   
579                       Gabon  2011     4.255401            9.607934   
580                       Gabon  2012     3.972059            9.621227   
581                       Gabon  2013     3.800287            9.638289   
582                       Gabon  2014     3.918073            9.644469   
583                       Gabon  2015     4.661013            9.649174   
584                       Gabon  2016     4.831764            9.639439   
585                       Gabon  2017     4.782383            9.616257   
586                       Gabon  2018     4.783009            9.598550   
587                       Gabon  2019     4.914393            9.607087   
588                      Gambia  2017     4.117939            7.636584   
589                      Gambia  2018     4.922099            7.670534   
590                      Gambia  2019     5.163627            7.699350   
591                     Georgia  2006     3.675108            8.993416   
592                     Georgia  2007     3.707195            9.117117   
593                     Georgia  2008     4.156090            9.144053   
594                     Georgia  2009     3.800639            9.115746   
595                     Georgia  2010     4.101837            9.183661   
596                     Georgia  2011     4.203031            9.263072   
597                     Georgia  2012     4.254446            9.332182   
598                     Georgia  2013     4.348921            9.370765   
599                     Georgia  2014     4.287508            9.413660   
600                     Georgia  2015     4.121941            9.441860   
601                     Georgia  2016     4.448386            9.469912   
602                     Georgia  2017     4.450775            9.517068   
603                     Georgia  2018     4.659097            9.565009   
604                     Georgia  2019     4.891836            9.616757   
605                     Georgia  2020     5.123143            9.569304   
606                     Germany  2005     6.619550           10.689224   
607                     Germany  2007     6.416820           10.758531   
608                     Germany  2008     6.521790           10.770008   
609                     Germany  2009     6.641493           10.713883   
610                     Germany  2010     6.724531           10.756355   
611                     Germany  2011     6.621312           10.813384   
612                     Germany  2012     6.702362           10.815693   
613                     Germany  2013     6.965125           10.817237   
614                     Germany  2014     6.984214           10.835081   
615                     Germany  2015     7.037138           10.843672   
616                     Germany  2016     6.873763           10.857656   
617                     Germany  2017     7.074325           10.878269   
618                     Germany  2018     7.118364           10.890423   
619                     Germany  2019     7.035472           10.893314   
620                     Germany  2020     7.311898           10.833499   
621                       Ghana  2006     4.535020            8.073256   
622                       Ghana  2007     5.220148            8.090007   
623                       Ghana  2008     4.965135            8.151771   
624                       Ghana  2009     4.197696            8.173640   
625                       Ghana  2010     4.606252            8.224802   
626                       Ghana  2011     5.608200            8.332000   
627                       Ghana  2012     5.057262            8.397165   
628                       Ghana  2013     4.965053            8.444502   
629                       Ghana  2014     3.860351            8.450147   
630                       Ghana  2015     3.985916            8.449007   
631                       Ghana  2016     4.514411            8.460438   
632                       Ghana  2017     5.481311            8.516521   
633                       Ghana  2018     5.003693            8.555344   
634                       Ghana  2019     4.966810            8.596490   
635                       Ghana  2020     5.319483            8.589605   
636                      Greece  2005     6.006310           10.461699   
637                      Greece  2007     6.646961           10.543345   
638                      Greece  2009     6.038575           10.490745   
639                      Greece  2010     5.839559           10.433106   
640                      Greece  2011     5.372040           10.338819   
641                      Greece  2012     5.096354           10.268419   
642                      Greece  2013     4.720251           10.242719   
643                      Greece  2014     4.756237           10.256751   
644                      Greece  2015     5.622519           10.258951   
645                      Greece  2016     5.302619           10.261199   
646                      Greece  2017     5.148242           10.278116   
647                      Greece  2018     5.409289           10.299304   
648                      Greece  2019     5.952157           10.319384   
649                      Greece  2020     5.787616           10.214580   
650                   Guatemala  2006     5.901429            8.849806   
651                   Guatemala  2007     6.329581            8.891179   
652                   Guatemala  2008     6.414495            8.904189   
653                   Guatemala  2009     6.451916            8.890625   
654                   Guatemala  2010     6.289749            8.900550   
655                   Guatemala  2011     5.743354            8.923133   
656                   Guatemala  2012     5.855717            8.934624   
657                   Guatemala  2013     5.984601            8.953361   
658                   Guatemala  2014     6.536031            8.979554   
659                   Guatemala  2015     6.464987            9.002746   
660                   Guatemala  2016     6.358916            9.012591   
661                   Guatemala  2017     6.325119            9.026101   
662                   Guatemala  2018     6.626592            9.041739   
663                   Guatemala  2019     6.262175            9.063875   
664                      Guinea  2011     4.044569            7.567404   
665                      Guinea  2012     3.651555            7.602896   
666                      Guinea  2013     3.901793            7.619241   
667                      Guinea  2014     3.412483            7.632116   
668                      Guinea  2015     3.504694            7.644764   
669                      Guinea  2016     3.602855            7.721042   
670                      Guinea  2017     4.873723            7.791771   
671                      Guinea  2018     5.252227            7.823416   
672                      Guinea  2019     4.767684            7.849340   
673                      Guyana  2007     5.992826            8.773289   
674                       Haiti  2006     3.754156            7.407168   
675                       Haiti  2008     3.846329            7.416673   
676                       Haiti  2010     3.765999            7.384417   
677                       Haiti  2011     4.844574            7.423120   
678                       Haiti  2012     4.413475            7.436831   
679                       Haiti  2013     4.621962            7.463928   
680                       Haiti  2014     3.888778            7.477151   
681                       Haiti  2015     3.569762            7.475525   
682                       Haiti  2016     3.352300            7.476534   
683                       Haiti  2017     3.823866            7.475148   
684                       Haiti  2018     3.614928            7.477138   
685                    Honduras  2006     5.396520            8.462430   
686                    Honduras  2007     5.097154            8.499909   
687                    Honduras  2008     5.420331            8.519512   
688                    Honduras  2009     6.033189            8.473840   
689                    Honduras  2010     5.866131            8.490228   
690                    Honduras  2011     4.961031            8.508435   
691                    Honduras  2012     4.602218            8.530200   
692                    Honduras  2013     4.713358            8.539632   
693                    Honduras  2014     5.055726            8.552060   
694                    Honduras  2015     4.845437            8.572327   
695                    Honduras  2016     5.648155            8.593342   
696                    Honduras  2017     6.019986            8.623713   
697                    Honduras  2018     5.908424            8.643342   
698                    Honduras  2019     5.930051            8.653117   
699   Hong Kong S.A.R. of China  2006     5.511187           10.746425   
700   Hong Kong S.A.R. of China  2008     5.137262           10.815545   
701   Hong Kong S.A.R. of China  2009     5.397056           10.788494   
702   Hong Kong S.A.R. of China  2010     5.642835           10.846634   
703   Hong Kong S.A.R. of China  2011     5.474011           10.886932   
704   Hong Kong S.A.R. of China  2012     5.483765           10.892753   
705   Hong Kong S.A.R. of China  2014     5.458051           10.939503   
706   Hong Kong S.A.R. of China  2016     5.498421           10.969857   
707   Hong Kong S.A.R. of China  2017     5.362475           10.999584   
708   Hong Kong S.A.R. of China  2019     5.659317           11.000313   
709   Hong Kong S.A.R. of China  2020     5.295341                 NaN   
710                     Hungary  2005     5.193933           10.107747   
711                     Hungary  2007     4.953917           10.152791   
712                     Hungary  2009     4.894600           10.097274   
713                     Hungary  2010     4.725132           10.106154   
714                     Hungary  2011     4.917603           10.127015   
715                     Hungary  2012     4.683358           10.117352   
716                     Hungary  2013     4.914467           10.139545   
717                     Hungary  2014     5.180563           10.183334   
718                     Hungary  2015     5.344383           10.223448   
719                     Hungary  2016     5.448902           10.248160   
720                     Hungary  2017     6.065039           10.293139   
721                     Hungary  2018     5.935771           10.344091   
722                     Hungary  2019     6.000260           10.392768   
723                     Hungary  2020     6.038050           10.335148   
724                     Iceland  2008     6.888284           10.861430   
725                     Iceland  2012     7.590660           10.777463   
726                     Iceland  2013     7.501394           10.808511   
727                     Iceland  2015     7.498071           10.853975   
728                     Iceland  2016     7.510035           10.904262   
729                     Iceland  2017     7.476214           10.925262   
730                     Iceland  2019     7.532505           10.930854   
731                     Iceland  2020     7.575490           10.824201   
732                       India  2006     5.348259            8.145189   
733                       India  2007     5.026793            8.203913   
734                       India  2008     5.145833            8.219664   
735                       India  2009     4.521518            8.281240   
736                       India  2010     4.989277            8.349294   
737                       India  2011     4.634871            8.387494   
738                       India  2012     4.720147            8.428305   
739                       India  2013     4.427789            8.478379   
740                       India  2014     4.424379            8.538408   
741                       India  2015     4.342079            8.604168   
742                       India  2016     4.179177            8.672601   
743                       India  2017     4.046111            8.730042   
744                       India  2018     3.818069            8.779066   
745                       India  2019     3.248770            8.817933   
746                       India  2020     4.225281            8.702772   
747                   Indonesia  2006     4.946978            8.850008   
748                   Indonesia  2007     5.101214            8.898289   
749                   Indonesia  2008     4.815310            8.943453   
750                   Indonesia  2009     5.472361            8.975410   
751                   Indonesia  2010     5.457299            9.022411   
752                   Indonesia  2011     5.172608            9.068801   
753                   Indonesia  2012     5.367774            9.113834   
754                   Indonesia  2013     5.292238            9.154508   
755                   Indonesia  2014     5.597375            9.190253   
756                   Indonesia  2015     5.042800            9.225190   
757                   Indonesia  2016     5.136325            9.262097   
758                   Indonesia  2017     5.098402            9.299801   
759                   Indonesia  2018     5.340296            9.338868   
760                   Indonesia  2019     5.346513            9.376888   
761                        Iran  2005     5.308190            9.392513   
762                        Iran  2007     5.336371            9.497391   
763                        Iran  2008     5.128988            9.488964   
764                        Iran  2011     4.767507            9.547193   
765                        Iran  2012     4.608928            9.457778   
766                        Iran  2013     5.139579            9.443441   
767                        Iran  2014     4.682224            9.475666   
768                        Iran  2015     4.749956            9.449208   
769                        Iran  2016     4.652731            9.561364   
770                        Iran  2017     4.716783            9.584374   
771                        Iran  2018     4.278118                 NaN   
772                        Iran  2019     5.006146                 NaN   
773                        Iran  2020     4.864528                 NaN   
774                        Iraq  2008     4.589845            9.063396   
775                        Iraq  2009     4.775317            9.076148   
776                        Iraq  2010     5.065462            9.112019   
777                        Iraq  2011     4.725366            9.152244   
778                        Iraq  2012     4.659509            9.245508   
779                        Iraq  2013     4.725017            9.279796   
780                        Iraq  2014     4.541502            9.249623   
781                        Iraq  2015     4.493377            9.240935   
782                        Iraq  2016     4.412537            9.353771   
783                        Iraq  2017     4.462399            9.303099   
784                        Iraq  2018     4.886401            9.274262   
785                        Iraq  2020     4.785165            9.167186   
786                     Ireland  2006     7.144247           10.971882   
787                     Ireland  2008     7.568030           10.928620   
788                     Ireland  2009     7.045911           10.866337   
789                     Ireland  2010     7.257390           10.878826   
790                     Ireland  2011     7.006904           10.877893   
791                     Ireland  2012     6.964645           10.875911   
792                     Ireland  2013     6.760085           10.884071   
793                     Ireland  2014     7.018379           10.958863   
794                     Ireland  2015     6.830125           11.173858   
795                     Ireland  2016     7.040731           11.198688   
796                     Ireland  2017     7.060155           11.266106   
797                     Ireland  2018     6.962336           11.332250   
798                     Ireland  2019     7.254841           11.371147   
799                     Ireland  2020     7.034931           11.322803   
800                      Israel  2006     7.173417           10.389376   
801                      Israel  2007     6.841115           10.427745   
802                      Israel  2008     7.261261           10.439504   
803                      Israel  2009     7.352979           10.424802   
804                      Israel  2010     7.358916           10.461033   
805                      Israel  2011     7.433148           10.489279   
806                      Israel  2012     7.110855           10.493138   
807                      Israel  2013     7.320563           10.515121   
808                      Israel  2014     7.400570           10.532819   
809                      Israel  2015     7.079411           10.535648   
810                      Israel  2016     7.159011           10.555093   
811                      Israel  2017     7.331036           10.570462   
812                      Israel  2018     6.927179           10.585150   
813                      Israel  2019     7.331780           10.600675   
814                      Israel  2020     7.194928           10.538054   
815                       Italy  2005     6.853784           10.702738   
816                       Italy  2007     6.574412           10.727192   
817                       Italy  2008     6.779774           10.710900   
818                       Italy  2009     6.333800           10.652089   
819                       Italy  2010     6.354238           10.666001   
820                       Italy  2011     6.057086           10.671329   
821                       Italy  2012     5.839314           10.638372   
822                       Italy  2013     6.009374           10.608197   
823                       Italy  2014     6.026585           10.598977   
824                       Italy  2015     5.847684           10.607694   
825                       Italy  2016     5.954524           10.622244   
826                       Italy  2017     6.198870           10.640284   
827                       Italy  2018     6.516527           10.650134   
828                       Italy  2019     6.445417           10.655202   
829                       Italy  2020     6.488356           10.562572   
830                 Ivory Coast  2009     4.197182            8.208836   
831                 Ivory Coast  2013     3.739366            8.274495   
832                 Ivory Coast  2014     3.570369            8.333736   
833                 Ivory Coast  2015     4.445039            8.393250   
834                 Ivory Coast  2016     4.542546            8.437222   
835                 Ivory Coast  2017     5.037735            8.482758   
836                 Ivory Coast  2018     5.268375            8.522961   
837                 Ivory Coast  2019     5.392012            8.563745   
838                 Ivory Coast  2020     5.256504            8.564923   
839                     Jamaica  2006     6.207882            9.225333   
840                     Jamaica  2011     5.374446            9.163817   
841                     Jamaica  2013     5.708887            9.151133   
842                     Jamaica  2014     5.310539            9.152293   
843                     Jamaica  2017     5.889759            9.169349   
844                     Jamaica  2019     6.309239            9.186201   
845                       Japan  2005     6.515817           10.529193   
846                       Japan  2007     6.238198           10.557917   
847                       Japan  2008     5.910679           10.546437   
848                       Japan  2009     5.844999           10.490875   
849                       Japan  2010     6.056753           10.531758   
850                       Japan  2011     6.262794           10.532456   
851                       Japan  2012     5.968216           10.548893   
852                       Japan  2013     5.959362           10.570142   
853                       Japan  2014     5.922621           10.575209   
854                       Japan  2015     5.879684           10.588425   
855                       Japan  2016     5.954651           10.594784   
856                       Japan  2017     5.910676           10.617880   
857                       Japan  2018     5.793575           10.623133   
858                       Japan  2019     5.908039           10.631743   
859                       Japan  2020     6.117963           10.579548   
860                      Jordan  2005     6.294660            9.245755   
861                      Jordan  2007     5.598057            9.320656   
862                      Jordan  2008     4.930058            9.343456   
863                      Jordan  2009     5.999859            9.346684   
864                      Jordan  2010     5.569942            9.317488   
865                      Jordan  2011     5.539328            9.289198   
866                      Jordan  2012     5.131996            9.261048   
867                      Jordan  2013     5.171953            9.237214   
868                      Jordan  2014     5.333022            9.221872   
869                      Jordan  2015     5.404593            9.207395   
870                      Jordan  2016     5.271285            9.196954   
871                      Jordan  2017     4.808083            9.194330   
872                      Jordan  2018     4.638934            9.195625   
873                      Jordan  2019     4.452548            9.200901   
874                      Jordan  2020     4.093992            9.149995   
875                  Kazakhstan  2006     5.475948            9.804373   
876                  Kazakhstan  2007     5.718554            9.878194   
877                  Kazakhstan  2008     5.886420            9.898478   
878                  Kazakhstan  2009     5.382563            9.884036   
879                  Kazakhstan  2010     5.514287            9.940362   
880                  Kazakhstan  2011     5.735663            9.997437   
881                  Kazakhstan  2012     5.759470           10.030233   
882                  Kazakhstan  2013     5.835483           10.074108   
883                  Kazakhstan  2014     5.970098           10.100524   
884                  Kazakhstan  2015     5.949995           10.097837   
885                  Kazakhstan  2016     5.533552           10.094557   
886                  Kazakhstan  2017     5.882351           10.121135   
887                  Kazakhstan  2018     6.007636           10.148169   
888                  Kazakhstan  2019     6.272268           10.179278   
889                  Kazakhstan  2020     6.168269           10.135336   
890                       Kenya  2006     4.223234            8.038949   
891                       Kenya  2007     4.575658            8.077526   
892                       Kenya  2008     4.015275            8.052174   
893                       Kenya  2009     4.270435            8.057199   
894                       Kenya  2010     4.255859            8.110683   
895                       Kenya  2011     4.405310            8.143036   
896                       Kenya  2012     4.547335            8.161031   
897                       Kenya  2013     3.795383            8.191969   
898                       Kenya  2014     4.904580            8.218560   
899                       Kenya  2015     4.357618            8.249250   
900                       Kenya  2016     4.396128            8.282166   
901                       Kenya  2017     4.475654            8.305535   
902                       Kenya  2018     4.655703            8.343744   
903                       Kenya  2019     4.618850            8.373293   
904                       Kenya  2020     4.546584            8.365282   
905                      Kosovo  2007     5.103906            8.927753   
906                      Kosovo  2008     5.521660            8.980872   
907                      Kosovo  2009     5.891433            9.008162   
908                      Kosovo  2010     5.176601            9.032693   
909                      Kosovo  2011     4.859502            9.066925   
910                      Kosovo  2012     5.639588            9.085688   
911                      Kosovo  2013     6.125758            9.113430   
912                      Kosovo  2014     5.000375            9.128522   
913                      Kosovo  2015     5.077461            9.182307   
914                      Kosovo  2016     5.759412            9.228177   
915                      Kosovo  2017     6.149200            9.262030   
916                      Kosovo  2018     6.391826            9.296085   
917                      Kosovo  2019     6.425144            9.338535   
918                      Kosovo  2020     6.294414                 NaN   
919                      Kuwait  2006     6.075547           11.228230   
920                      Kuwait  2009     6.585246           11.064857   
921                      Kuwait  2010     6.798151           10.982072   
922                      Kuwait  2011     6.377699           11.016783   
923                      Kuwait  2012     6.221095           11.025439   
924                      Kuwait  2013     6.480031           10.985214   
925                      Kuwait  2014     6.180139           10.944600   
926                      Kuwait  2015     6.146032           10.912070   
927                      Kuwait  2016     5.947195           10.909778   
928                      Kuwait  2017     6.093905           10.836743   
929                      Kuwait  2019     6.106120           10.816696   
930                  Kyrgyzstan  2006     4.641399            8.185375   
931                  Kyrgyzstan  2007     4.697762            8.257814   
932                  Kyrgyzstan  2008     4.736588            8.328985   
933                  Kyrgyzstan  2009     5.069054            8.345366   
934                  Kyrgyzstan  2010     4.996411            8.328712   
935                  Kyrgyzstan  2011     4.921049            8.374398   
936                  Kyrgyzstan  2012     5.207786            8.356864   
937                  Kyrgyzstan  2013     5.402427            8.440616   
938                  Kyrgyzstan  2014     5.252193            8.460006   
939                  Kyrgyzstan  2015     4.905376            8.477442   
940                  Kyrgyzstan  2016     4.856534            8.499515   
941                  Kyrgyzstan  2017     5.629537            8.526488   
942                  Kyrgyzstan  2018     5.297383            8.543475   
943                  Kyrgyzstan  2019     5.685221            8.566573   
944                  Kyrgyzstan  2020     6.249586            8.503411   
945                        Laos  2006     5.076226            8.250724   
946                        Laos  2007     5.363855            8.307173   
947                        Laos  2008     5.044099            8.365554   
948                        Laos  2011     4.703750            8.548466   
949                        Laos  2012     4.876085            8.610508   
950                        Laos  2017     4.623141            8.889833   
951                        Laos  2018     4.859402            8.934958   
952                        Laos  2019     5.196856            8.965257   
953                        Laos  2020     5.284391            8.959955   
954                      Latvia  2006     4.709502           10.032048   
955                      Latvia  2007     4.666972           10.135619   
956                      Latvia  2008     5.145375           10.112092   
957                      Latvia  2009     4.668911            9.975006   
958                      Latvia  2011     4.966812           10.029216   
959                      Latvia  2012     5.125025           10.082130   
960                      Latvia  2013     5.069770           10.115854   
961                      Latvia  2014     5.729115           10.144242   
962                      Latvia  2015     5.880598           10.184513   
963                      Latvia  2016     5.940446           10.211235   
964                      Latvia  2017     5.977818           10.257271   
965                      Latvia  2018     5.901154           10.307017   
966                      Latvia  2019     5.969754           10.336246   
967                      Latvia  2020     6.229009           10.299590   
968                     Lebanon  2005     5.491245            9.565474   
969                     Lebanon  2006     4.653104            9.567953   
970                     Lebanon  2008     4.594851            9.742742   
971                     Lebanon  2009     5.205999            9.830077   
972                     Lebanon  2010     5.031899            9.878128   
973                     Lebanon  2011     5.187572            9.837661   
974                     Lebanon  2012     4.572567            9.800110   
975                     Lebanon  2013     4.983289            9.771832   
976                     Lebanon  2014     5.233026            9.739010   
977                     Lebanon  2015     5.171971            9.698873   
978                     Lebanon  2016     5.270724            9.687102   
979                     Lebanon  2017     5.153990            9.680673   
980                     Lebanon  2018     5.167187            9.655796   
981                     Lebanon  2019     4.024220            9.596783   
982                     Lesotho  2011     4.897515            7.777329   
983                     Lesotho  2016     3.808205            7.952509   
984                     Lesotho  2017     3.795301            7.931326   
985                     Lesotho  2019     3.511781            7.925777   
986                     Liberia  2007     3.701401            7.195504   
987                     Liberia  2008     4.221354            7.223229   
988                     Liberia  2010     4.196063            7.258445   
989                     Liberia  2014     4.571419            7.391012   
990                     Liberia  2015     2.701591            7.365483   
991                     Liberia  2016     3.354676            7.324065   
992                     Liberia  2017     4.424491            7.323595   
993                     Liberia  2018     4.134853            7.311222   
994                     Liberia  2019     5.121461            7.263904   
995                       Libya  2012     5.754394            9.841973   
996                       Libya  2015     5.615405            9.307688   
997                       Libya  2016     5.433583            9.267895   
998                       Libya  2017     5.646852            9.490847   
999                       Libya  2018     5.493978            9.617004   
1000                      Libya  2019     5.330222            9.627350   
1001                  Lithuania  2006     5.954443           10.045794   
1002                  Lithuania  2007     5.808285           10.162817   
1003                  Lithuania  2008     5.553926           10.199043   
1004                  Lithuania  2009     5.466921           10.049811   
1005                  Lithuania  2010     5.065825           10.085495   
1006                  Lithuania  2011     5.432437           10.166590   
1007                  Lithuania  2012     5.771037           10.217619   
1008                  Lithuania  2013     5.595689           10.262704   
1009                  Lithuania  2014     6.125724           10.305781   
1010                  Lithuania  2015     5.711378           10.335316   
1011                  Lithuania  2016     5.865552           10.373261   
1012                  Lithuania  2017     6.272941           10.428843   
1013                  Lithuania  2018     6.308879           10.474184   
1014                  Lithuania  2019     6.064098           10.517996   
1015                  Lithuania  2020     6.391379           10.503607   
1016                 Luxembourg  2009     6.957920           11.562458   
1017                 Luxembourg  2010     7.097252           11.591707   
1018                 Luxembourg  2011     7.101400           11.594556   
1019                 Luxembourg  2012     6.964097           11.567009   
1020                 Luxembourg  2013     7.130809           11.579789   
1021                 Luxembourg  2014     6.891127           11.598289   
1022                 Luxembourg  2015     6.701571           11.616853   
1023                 Luxembourg  2016     6.967341           11.640030   
1024                 Luxembourg  2017     7.061381           11.633572   
1025                 Luxembourg  2018     7.242631           11.644917   
1026                 Luxembourg  2019     7.404016           11.648169   
1027                 Madagascar  2006     3.979751            7.375728   
1028                 Madagascar  2008     4.640079            7.438793   
1029                 Madagascar  2011     4.381415            7.336246   
1030                 Madagascar  2012     3.550610            7.338574   
1031                 Madagascar  2013     3.815607            7.334185   
1032                 Madagascar  2014     3.675627            7.340022   
1033                 Madagascar  2015     3.592514            7.343922   
1034                 Madagascar  2016     3.663086            7.356195   
1035                 Madagascar  2017     4.078620            7.367975   
1036                 Madagascar  2018     4.070587            7.385916   
1037                 Madagascar  2019     4.339087            7.406237   
1038                     Malawi  2006     3.829868            6.678227   
1039                     Malawi  2007     4.891037            6.741916   
1040                     Malawi  2009     5.148240            6.838264   
1041                     Malawi  2011     3.946063            6.894792   
1042                     Malawi  2012     4.279270            6.884888   
1043                     Malawi  2013     4.035084            6.907197   
1044                     Malawi  2014     4.563080            6.934600   
1045                     Malawi  2015     3.867638            6.934621   
1046                     Malawi  2016     3.476493            6.932059   
1047                     Malawi  2017     3.416863            6.944613   
1048                     Malawi  2018     3.334634            6.949402   
1049                     Malawi  2019     3.869124            6.965763   
1050                   Malaysia  2006     6.011717            9.839272   
1051                   Malaysia  2007     6.238904            9.880765   
1052                   Malaysia  2008     5.806782            9.908837   
1053                   Malaysia  2009     5.384702            9.875430   
1054                   Malaysia  2010     5.580282            9.930140   
1055                   Malaysia  2011     5.786367            9.966146   
1056                   Malaysia  2012     5.914284           10.004979   
1057                   Malaysia  2013     5.770200           10.037157   
1058                   Malaysia  2014     5.962922           10.082084   
1059                   Malaysia  2015     6.322121           10.118296   
1060                   Malaysia  2018     5.338818           10.223283   
1061                   Malaysia  2019     5.427954           10.252403   
1062                   Maldives  2018     5.197575            9.825986   
1063                       Mali  2006     4.014076            7.592930   
1064                       Mali  2008     4.114664            7.607233   
1065                       Mali  2009     3.976599            7.621565   
1066                       Mali  2010     3.762305            7.641754   
1067                       Mali  2011     4.666833            7.642934   
1068                       Mali  2012     4.313017            7.605007   
1069                       Mali  2013     3.676277            7.598773   
1070                       Mali  2014     3.974714            7.638360   
1071                       Mali  2015     4.582098            7.668848   
1072                       Mali  2016     4.016028            7.695135   
1073                       Mali  2017     4.741850            7.717912   
1074                       Mali  2018     4.415730            7.733290   
1075                       Mali  2019     4.987992            7.752495   
1076                      Malta  2009     6.327640           10.331231   
1077                      Malta  2010     5.773875           10.361134   
1078                      Malta  2011     6.154718           10.370396   
1079                      Malta  2012     5.962872           10.388962   
1080                      Malta  2013     6.379925           10.422175   
1081                      Malta  2014     6.452118           10.486463   
1082                      Malta  2015     6.613394           10.565676   
1083                      Malta  2016     6.590842           10.599454   
1084                      Malta  2017     6.675666           10.634771   
1085                      Malta  2018     6.909711           10.670444   
1086                      Malta  2019     6.732977           10.676836   
1087                      Malta  2020     6.156823                 NaN   
1088                 Mauritania  2007     4.149043            8.533192   
1089                 Mauritania  2008     4.248075            8.501031   
1090                 Mauritania  2009     4.500432            8.472956   
1091                 Mauritania  2010     4.772307            8.469553   
1092                 Mauritania  2011     4.784804            8.480979   
1093                 Mauritania  2012     4.673204            8.495164   
1094                 Mauritania  2013     4.199015            8.506342   
1095                 Mauritania  2014     4.482805            8.518929   
1096                 Mauritania  2015     3.922664            8.542361   
1097                 Mauritania  2016     4.472149            8.526330   
1098                 Mauritania  2017     4.678160            8.532515   
1099                 Mauritania  2018     4.313615            8.525642   
1100                 Mauritania  2019     4.152619            8.555842   
1101                  Mauritius  2011     5.477073            9.767368   
1102                  Mauritius  2014     5.647780            9.864758   
1103                  Mauritius  2016     5.610003            9.935322   
1104                  Mauritius  2017     6.174118            9.971852   
1105                  Mauritius  2018     5.881741           10.008217   
1106                  Mauritius  2019     6.241165           10.042786   
1107                  Mauritius  2020     6.015300            9.972017   
1108                     Mexico  2005     6.580658            9.787807   
1109                     Mexico  2007     6.525378            9.825010   
1110                     Mexico  2008     6.829036            9.821427   
1111                     Mexico  2009     6.962819            9.752354   
1112                     Mexico  2010     6.802389            9.787887   
1113                     Mexico  2011     6.909515            9.809915   
1114                     Mexico  2012     7.320185            9.832137   
1115                     Mexico  2013     7.442546            9.832432   
1116                     Mexico  2014     6.679831            9.847312   
1117                     Mexico  2015     6.236287            9.867251   
1118                     Mexico  2016     6.824173            9.883908   
1119                     Mexico  2017     6.410299            9.893229   
1120                     Mexico  2018     6.549579            9.903099   
1121                     Mexico  2019     6.431945            9.890728   
1122                     Mexico  2020     5.964221            9.782189   
1123                    Moldova  2006     5.102071            8.935841   
1124                    Moldova  2007     4.774918            8.967717   
1125                    Moldova  2008     5.502756            9.044728   
1126                    Moldova  2009     5.554374            8.984115   
1127                    Moldova  2010     5.589736            9.053706   
1128                    Moldova  2011     5.792263            9.110837   
1129                    Moldova  2012     5.995713            9.105053   
1130                    Moldova  2013     5.756059            9.191901   
1131                    Moldova  2014     5.917058            9.241297   
1132                    Moldova  2015     6.017472            9.245788   
1133                    Moldova  2016     5.577784            9.300414   
1134                    Moldova  2017     5.325531            9.363174   
1135                    Moldova  2018     5.682277            9.423275   
1136                    Moldova  2019     5.803451            9.475307   
1137                    Moldova  2020     5.811629            9.462110   
1138                   Mongolia  2007     4.609059            8.833219   
1139                   Mongolia  2008     4.493010            8.903909   
1140                   Mongolia  2010     4.585524            8.919961   
1141                   Mongolia  2011     5.031174            9.061063   
1142                   Mongolia  2012     4.885150            9.157819   
1143                   Mongolia  2013     4.912928            9.247997   
1144                   Mongolia  2014     4.824835            9.303862   
1145                   Mongolia  2015     4.982720            9.307735   
1146                   Mongolia  2016     5.057000            9.300219   
1147                   Mongolia  2017     5.333850            9.333601   
1148                   Mongolia  2018     5.464623            9.385602   
1149                   Mongolia  2019     5.562905            9.418149   
1150                   Mongolia  2020     6.011365            9.395559   
1151                 Montenegro  2007     5.196315            9.692938   
1152                 Montenegro  2009     4.801060            9.699058   
1153                 Montenegro  2010     5.455030            9.724202   
1154                 Montenegro  2011     5.223117            9.754926   
1155                 Montenegro  2012     5.218724            9.726468   
1156                 Montenegro  2013     5.074342            9.760366   
1157                 Montenegro  2014     5.282721            9.777077   
1158                 Montenegro  2015     5.124921            9.809857   
1159                 Montenegro  2016     5.304066            9.838692   
1160                 Montenegro  2017     5.614799            9.884665   
1161                 Montenegro  2018     5.650190            9.934432   
1162                 Montenegro  2019     5.386025            9.970144   
1163                 Montenegro  2020     5.722163            9.912668   
1164                    Morocco  2010     4.383247            8.745781   
1165                    Morocco  2011     5.084973            8.783417   
1166                    Morocco  2012     4.969656            8.799099   
1167                    Morocco  2013     5.142160            8.829243   
1168                    Morocco  2015     5.163157            8.872023   
1169                    Morocco  2016     5.386307            8.869151   
1170                    Morocco  2017     5.312483            8.897567   
1171                    Morocco  2018     4.896792            8.914309   
1172                    Morocco  2019     5.056752            8.924619   
1173                    Morocco  2020     4.802618            8.870917   
1174                 Mozambique  2006     4.594880            6.775823   
1175                 Mozambique  2007     4.832635            6.822544   
1176                 Mozambique  2008     4.653583            6.865446   
1177                 Mozambique  2011     4.971112            6.978660   
1178                 Mozambique  2015     4.549767            7.140939   
1179                 Mozambique  2017     4.279863            7.157471   
1180                 Mozambique  2018     4.653714            7.162043   
1181                 Mozambique  2019     4.932133            7.154967   
1182                    Myanmar  2012     4.438940            8.157996   
1183                    Myanmar  2013     4.175671            8.230396   
1184                    Myanmar  2014     4.786247            8.299047   
1185                    Myanmar  2015     4.223846            8.359018   
1186                    Myanmar  2016     4.623120            8.408031   
1187                    Myanmar  2017     4.154342            8.463774   
1188                    Myanmar  2018     4.410633            8.523012   
1189                    Myanmar  2019     4.434237            8.545227   
1190                    Myanmar  2020     4.431364            8.553914   
1191                    Namibia  2007     4.885587            9.059242   
1192                    Namibia  2014     4.573991            9.231745   
1193                    Namibia  2017     4.441306            9.215378   
1194                    Namibia  2018     4.834088            9.203514   
1195                    Namibia  2019     4.435811            9.173384   
1196                    Namibia  2020     4.451010            9.104139   
1197                      Nepal  2006     4.566595            7.616336   
1198                      Nepal  2007     4.748284            7.637837   
1199                      Nepal  2008     4.440526            7.686386   
1200                      Nepal  2009     4.916868            7.722617   
1201                      Nepal  2010     4.349675            7.764844   
1202                      Nepal  2011     3.809445            7.797446   
1203                      Nepal  2012     4.233245            7.846059   
1204                      Nepal  2013     4.604577            7.889188   
1205                      Nepal  2014     4.975015            7.947761   
1206                      Nepal  2015     4.812437            7.976440   
1207                      Nepal  2016     5.099540            7.973241   
1208                      Nepal  2017     4.736692            8.038934   
1209                      Nepal  2018     4.910087            8.087254   
1210                      Nepal  2019     5.448725            8.136457   
1211                Netherlands  2005     7.463979           10.813766   
1212                Netherlands  2007     7.451880           10.881042   
1213                Netherlands  2008     7.631012           10.898621   
1214                Netherlands  2010     7.501876           10.864328   
1215                Netherlands  2011     7.563798           10.875057   
1216                Netherlands  2012     7.470716           10.861000   
1217                Netherlands  2013     7.406550           10.856749   
1218                Netherlands  2014     7.321188           10.867284   
1219                Netherlands  2015     7.324437           10.882255   
1220                Netherlands  2016     7.540877           10.898613   
1221                Netherlands  2017     7.458965           10.921394   
1222                Netherlands  2018     7.463097           10.941197   
1223                Netherlands  2019     7.425269           10.953283   
1224                Netherlands  2020     7.504448           10.900500   
1225                New Zealand  2006     7.305014           10.525517   
1226                New Zealand  2007     7.604173           10.546432   
1227                New Zealand  2008     7.381171           10.527592   
1228                New Zealand  2010     7.223756           10.520456   
1229                New Zealand  2011     7.190638           10.536145   
1230                New Zealand  2012     7.249630           10.552812   
1231                New Zealand  2013     7.280152           10.571076   
1232                New Zealand  2014     7.305892           10.591587   
1233                New Zealand  2015     7.418121           10.608247   
1234                New Zealand  2016     7.225688           10.623369   
1235                New Zealand  2017     7.327183           10.633281   
1236                New Zealand  2018     7.370286           10.660436   
1237                New Zealand  2019     7.205174           10.666336   
1238                New Zealand  2020     7.257382           10.600457   
1239                  Nicaragua  2006     4.460158            8.398162   
1240                  Nicaragua  2007     4.944091            8.433932   
1241                  Nicaragua  2008     5.103827            8.453972   
1242                  Nicaragua  2009     5.352805            8.406804   
1243                  Nicaragua  2010     5.686699            8.436372   
1244                  Nicaragua  2011     5.385705            8.484162   
1245                  Nicaragua  2012     5.448006            8.533731   
1246                  Nicaragua  2013     5.772275            8.568552   
1247                  Nicaragua  2014     6.275267            8.602145   
1248                  Nicaragua  2015     5.924113            8.635926   
1249                  Nicaragua  2016     6.012740            8.667662   
1250                  Nicaragua  2017     6.476357            8.700187   
1251                  Nicaragua  2018     5.818953            8.647322   
1252                  Nicaragua  2019     6.112545            8.595469   
1253                      Niger  2006     3.736952            6.887672   
1254                      Niger  2007     4.277402            6.880663   
1255                      Niger  2008     4.235657            6.917747   
1256                      Niger  2009     4.267170            6.898063   
1257                      Niger  2010     4.101016            6.940521   
1258                      Niger  2011     4.555830            6.925129   
1259                      Niger  2012     3.798088            6.986891   
1260                      Niger  2013     3.716330            7.001983   
1261                      Niger  2014     4.180943            7.026563   
1262                      Niger  2015     3.671454            7.030498   
1263                      Niger  2016     4.234646            7.047224   
1264                      Niger  2017     4.615674            7.057603   
1265                      Niger  2018     5.164007            7.087135   
1266                      Niger  2019     5.003544            7.105849   
1267                    Nigeria  2006     4.709746            8.326130   
1268                    Nigeria  2007     4.890419            8.363639   
1269                    Nigeria  2008     4.938560            8.402596   
1270                    Nigeria  2009     4.980220            8.453269   
1271                    Nigeria  2010     4.760276            8.503568   
1272                    Nigeria  2012     5.492954            8.543129   
1273                    Nigeria  2013     4.817869            8.580942   
1274                    Nigeria  2015     4.932915            8.615186   
1275                    Nigeria  2016     5.219568            8.572607   
1276                    Nigeria  2017     5.321928            8.554557   
1277                    Nigeria  2018     5.252288            8.547737   
1278                    Nigeria  2019     4.356419            8.543932   
1279                    Nigeria  2020     5.502948            8.484203   
1280               North Cyprus  2012     5.463305                 NaN   
1281               North Cyprus  2013     5.566803                 NaN   
1282               North Cyprus  2014     5.785979                 NaN   
1283               North Cyprus  2015     5.842550                 NaN   
1284               North Cyprus  2016     5.827128                 NaN   
1285               North Cyprus  2018     5.608056                 NaN   
1286               North Cyprus  2019     5.466615                 NaN   
1287            North Macedonia  2007     4.493598            9.416016   
1288            North Macedonia  2009     4.428022            9.463950   
1289            North Macedonia  2010     4.180202            9.496163   
1290            North Macedonia  2011     4.898180            9.518450   
1291            North Macedonia  2012     4.639647            9.513014   
1292            North Macedonia  2013     5.186191            9.540985   
1293            North Macedonia  2014     5.203826            9.575810   
1294            North Macedonia  2015     4.975590            9.612898   
1295            North Macedonia  2016     5.345746            9.640300   
1296            North Macedonia  2017     5.233867            9.650458   
1297            North Macedonia  2018     5.239835            9.676835   
1298            North Macedonia  2019     5.015485            9.711485   
1299            North Macedonia  2020     5.053664            9.690015   
1300                     Norway  2006     7.415682           11.030973   
1301                     Norway  2008     7.632288           11.042418   
1302                     Norway  2012     7.678277           11.017255   
1303                     Norway  2014     7.444471           11.023678   
1304                     Norway  2015     7.603434           11.033208   
1305                     Norway  2016     7.596332           11.035056   
1306                     Norway  2017     7.578745           11.049947   
1307                     Norway  2018     7.444262           11.056159   
1308                     Norway  2019     7.442140           11.060889   
1309                     Norway  2020     7.290032           11.042160   
1310                       Oman  2011     6.852982           10.382462   
1311                   Pakistan  2005     5.224658            8.217931   
1312                   Pakistan  2007     5.671461            8.276694   
1313                   Pakistan  2008     4.413919            8.270934   
1314                   Pakistan  2009     5.208147            8.276524   
1315                   Pakistan  2010     5.786133            8.270493   
1316                   Pakistan  2011     5.267186            8.276015   
1317                   Pakistan  2012     5.131565            8.289218   
1318                   Pakistan  2013     5.138083            8.311207   
1319                   Pakistan  2014     5.435658            8.335972   
1320                   Pakistan  2015     4.823195            8.361321   
1321                   Pakistan  2016     5.548508            8.394273   
1322                   Pakistan  2017     5.830871            8.427578   
1323                   Pakistan  2018     5.471554            8.463744   
1324                   Pakistan  2019     4.442718            8.453291   
1325    Palestinian Territories  2006     4.716388            8.212757   
1326    Palestinian Territories  2007     4.151054            8.218426   
1327    Palestinian Territories  2008     4.385603            8.275765   
1328    Palestinian Territories  2009     4.470191            8.328596   
1329    Palestinian Territories  2010     4.702604            8.383216   
1330    Palestinian Territories  2011     4.751220            8.474425   
1331    Palestinian Territories  2012     4.646608            8.530910   
1332    Palestinian Territories  2013     4.844028            8.488586   
1333    Palestinian Territories  2014     4.721938            8.457089   
1334    Palestinian Territories  2015     4.695239            8.480025   
1335    Palestinian Territories  2016     4.906618            8.498220   
1336    Palestinian Territories  2017     4.628133            8.484533   
1337    Palestinian Territories  2018     4.553922                 NaN   
1338    Palestinian Territories  2019     4.482537                 NaN   
1339                     Panama  2006     6.127988            9.763903   
1340                     Panama  2007     6.894140            9.858971   
1341                     Panama  2008     6.930903            9.935025   
1342                     Panama  2009     7.033740            9.929617   
1343                     Panama  2010     7.321467            9.968682   
1344                     Panama  2011     7.248081           10.058502   
1345                     Panama  2012     6.859836           10.134644   
1346                     Panama  2013     6.866480           10.184355   
1347                     Panama  2014     6.631171           10.216750   
1348                     Panama  2015     6.605550           10.255424   
1349                     Panama  2016     6.117638           10.286634   
1350                     Panama  2017     6.567659           10.323997   
1351                     Panama  2018     6.281434           10.343328   
1352                     Panama  2019     6.085955           10.356431   
1353                   Paraguay  2006     4.730082            9.087580   
1354                   Paraguay  2007     5.272461            9.126068   
1355                   Paraguay  2008     5.570062            9.173999   
1356                   Paraguay  2009     5.576147            9.157912   
1357                   Paraguay  2010     5.841174            9.250023   
1358                   Paraguay  2011     5.677081            9.277973   
1359                   Paraguay  2012     5.820058            9.258847   
1360                   Paraguay  2013     5.936241            9.325938   
1361                   Paraguay  2014     5.118642            9.359787   
1362                   Paraguay  2015     5.559724            9.376698   
1363                   Paraguay  2016     5.801380            9.405685   
1364                   Paraguay  2017     5.713295            9.441003   
1365                   Paraguay  2019     5.652626            9.448144   
1366                       Peru  2006     4.810845            8.989351   
1367                       Peru  2007     5.213962            9.062915   
1368                       Peru  2008     5.129231            9.142194   
1369                       Peru  2009     5.518847            9.145060   
1370                       Peru  2010     5.612785            9.216966   
1371                       Peru  2011     5.892457            9.270197   
1372                       Peru  2012     5.824557            9.321531   
1373                       Peru  2013     5.782557            9.369393   
1374                       Peru  2014     5.865816            9.382366   
1375                       Peru  2015     5.577263            9.401809   
1376                       Peru  2016     5.700629            9.425749   
1377                       Peru  2017     5.710937            9.434006   
1378                       Peru  2018     5.679661            9.455823   
1379                       Peru  2019     5.999382            9.460935   
1380                Philippines  2006     4.669946            8.561845   
1381                Philippines  2007     5.073562            8.607889   
1382                Philippines  2008     4.589065            8.633818   
1383                Philippines  2009     4.879911            8.631698   
1384                Philippines  2010     4.941514            8.685817   
1385                Philippines  2011     4.993957            8.706756   
1386                Philippines  2012     5.001965            8.756410   
1387                Philippines  2013     4.976925            8.804813   
1388                Philippines  2014     5.312550            8.849893   
1389                Philippines  2015     5.547489            8.895648   
1390                Philippines  2016     5.430833            8.949631   
1391                Philippines  2017     5.594270            9.002189   
1392                Philippines  2018     5.869173            9.049713   
1393                Philippines  2019     6.267745            9.094725   
1394                Philippines  2020     5.079585            9.061443   
1395                     Poland  2005     5.587209            9.848785   
1396                     Poland  2007     5.886137            9.977909   
1397                     Poland  2009     5.772027           10.046525   
1398                     Poland  2010     5.887030           10.084822   
1399                     Poland  2011     5.646205           10.133238   
1400                     Poland  2012     5.875932           10.149192   
1401                     Poland  2013     5.746132           10.163618   
1402                     Poland  2014     5.750282           10.197012   
1403                     Poland  2015     6.007022           10.235351   
1404                     Poland  2016     6.162076           10.265960   
1405                     Poland  2017     6.201268           10.314032   
1406                     Poland  2018     6.111485           10.366142   
1407                     Poland  2019     6.242094           10.406878   
1408                     Poland  2020     6.139455           10.371203   
1409                   Portugal  2006     5.405246           10.359779   
1410                   Portugal  2008     5.716967           10.384319   
1411                   Portugal  2010     5.094526           10.368415   
1412                   Portugal  2011     5.219998           10.352778   
1413                   Portugal  2012     4.993962           10.315413   
1414                   Portugal  2013     5.157688           10.311633   
1415                   Portugal  2014     5.126912           10.324915   
1416                   Portugal  2015     5.080866           10.346819   
1417                   Portugal  2016     5.446637           10.369967   
1418                   Portugal  2017     5.711499           10.406869   
1419                   Portugal  2018     5.919823           10.434500   
1420                   Portugal  2019     6.095473           10.457315   
1421                   Portugal  2020     5.767792           10.370820   
1422                      Qatar  2009     6.417824           11.455724   
1423                      Qatar  2010     6.849653           11.519814   
1424                      Qatar  2011     6.591604           11.553021   
1425                      Qatar  2012     6.611299           11.523082   
1426                      Qatar  2015     6.374529           11.485615   
1427                    Romania  2005     5.048648            9.724312   
1428                    Romania  2007     5.393724            9.892077   
1429                    Romania  2009     5.367565            9.949312   
1430                    Romania  2010     4.909166            9.915458   
1431                    Romania  2011     5.022758            9.940249   
1432                    Romania  2012     5.166875            9.965261   
1433                    Romania  2013     5.081584           10.003515   
1434                    Romania  2014     5.726893           10.040800   
1435                    Romania  2015     5.777491           10.083486   
1436                    Romania  2016     5.968871           10.136113   
1437                    Romania  2017     6.089905           10.210666   
1438                    Romania  2018     6.150879           10.259953   
1439                    Romania  2019     6.129942           10.305914   
1440                     Russia  2006     4.963743            9.990775   
1441                     Russia  2007     5.222867           10.074066   
1442                     Russia  2008     5.618754           10.125198   
1443                     Russia  2009     5.158228           10.043687   
1444                     Russia  2010     5.384773           10.087255   
1445                     Russia  2011     5.388766           10.128576   
1446                     Russia  2012     5.620736           10.166346   
1447                     Russia  2013     5.537178           10.181619   
1448                     Russia  2014     6.036977           10.171111   
1449                     Russia  2015     5.995539           10.149030   
1450                     Russia  2016     5.854946           10.149133   
1451                     Russia  2017     5.578743           10.166081   
1452                     Russia  2018     5.513500           10.191209   
1453                     Russia  2019     5.440524           10.205218   
1454                     Russia  2020     5.495289           10.162235   
1455                     Rwanda  2006     4.214704            7.111424   
1456                     Rwanda  2008     4.362989            7.238954   
1457                     Rwanda  2009     4.029762            7.272810   
1458                     Rwanda  2011     4.097436            7.369293   
1459                     Rwanda  2012     3.333048            7.427577   
1460                     Rwanda  2013     3.466388            7.449177   
1461                     Rwanda  2014     3.595678            7.484139   
1462                     Rwanda  2015     3.483109            7.543681   
1463                     Rwanda  2016     3.332990            7.575755   
1464                     Rwanda  2017     3.108374            7.588451   
1465                     Rwanda  2018     3.561047            7.644233   
1466                     Rwanda  2019     3.268152            7.708061   
1467               Saudi Arabia  2005     7.079644           10.698955   
1468               Saudi Arabia  2007     7.266694           10.688892   
1469               Saudi Arabia  2008     6.811370           10.721947   
1470               Saudi Arabia  2009     6.147590           10.672890   
1471               Saudi Arabia  2010     6.307098           10.692780   
1472               Saudi Arabia  2011     6.699790           10.757668   
1473               Saudi Arabia  2012     6.396359           10.779456   
1474               Saudi Arabia  2013     6.495133           10.775777   
1475               Saudi Arabia  2014     6.278378           10.783291   
1476               Saudi Arabia  2015     6.345492           10.797967   
1477               Saudi Arabia  2016     6.473921           10.791937   
1478               Saudi Arabia  2017     6.294282           10.764459   
1479               Saudi Arabia  2018     6.356393           10.770519   
1480               Saudi Arabia  2019     6.561247           10.757097   
1481               Saudi Arabia  2020     6.559588           10.700663   
1482                    Senegal  2006     4.417353            7.880945   
1483                    Senegal  2007     4.679987            7.902722   
1484                    Senegal  2008     4.683500            7.915670   
1485                    Senegal  2009     4.335114            7.909231   
1486                    Senegal  2010     4.372156            7.916806   
1487                    Senegal  2011     3.834202            7.903617   
1488                    Senegal  2012     3.668737            7.925668   
1489                    Senegal  2013     3.647367            7.925508   
1490                    Senegal  2014     4.394777            7.961481   
1491                    Senegal  2015     4.617001            7.995122   
1492                    Senegal  2016     4.594534            8.028671   
1493                    Senegal  2017     4.683025            8.072124   
1494                    Senegal  2018     4.769377            8.106148   
1495                    Senegal  2019     5.488737            8.130020   
1496                     Serbia  2007     4.750384            9.531929   
1497                     Serbia  2009     4.380312            9.567513   
1498                     Serbia  2010     4.461304            9.578816   
1499                     Serbia  2011     4.815187            9.606869   
1500                     Serbia  2012     5.154522            9.604883   
1501                     Serbia  2013     5.101840            9.638266   
1502                     Serbia  2014     5.112729            9.626937   
1503                     Serbia  2015     5.317685            9.649492   
1504                     Serbia  2016     5.752755            9.687587   
1505                     Serbia  2017     5.122031            9.713195   
1506                     Serbia  2018     5.936493            9.761643   
1507                     Serbia  2019     6.241407            9.808065   
1508                     Serbia  2020     6.041546            9.788260   
1509               Sierra Leone  2006     3.628185            7.136178   
1510               Sierra Leone  2007     3.585127            7.186534   
1511               Sierra Leone  2008     2.997251            7.215358   
1512               Sierra Leone  2010     4.133956            7.253870   
1513               Sierra Leone  2011     4.501644            7.292360   
1514               Sierra Leone  2013     4.514291            7.577167   
1515               Sierra Leone  2014     4.499970            7.599658   
1516               Sierra Leone  2015     4.908618            7.347185   
1517               Sierra Leone  2016     4.732953            7.384333   
1518               Sierra Leone  2017     4.089562            7.404040   
1519               Sierra Leone  2018     4.305683            7.416554   
1520               Sierra Leone  2019     3.447381            7.449132   
1521                  Singapore  2006     6.462703           11.167536   
1522                  Singapore  2007     6.833755           11.212256   
1523                  Singapore  2008     6.641957           11.177551   
1524                  Singapore  2009     6.144677           11.148601   
1525                  Singapore  2010     6.531402           11.266511   
1526                  Singapore  2011     6.561042           11.307114   
1527                  Singapore  2013     6.533207           11.357275   
1528                  Singapore  2014     7.062365           11.382915   
1529                  Singapore  2015     6.619525           11.400499   
1530                  Singapore  2016     6.033481           11.419444   
1531                  Singapore  2017     6.378438           11.461011   
1532                  Singapore  2018     6.374564           11.490117   
1533                  Singapore  2019     6.378360           11.485980   
1534                   Slovakia  2006     5.264677           10.015392   
1535                   Slovakia  2010     6.052223           10.168606   
1536                   Slovakia  2011     5.945048           10.195559   
1537                   Slovakia  2012     5.911059           10.212638   
1538                   Slovakia  2013     5.936527           10.218249   
1539                   Slovakia  2014     6.138873           10.244431   
1540                   Slovakia  2015     6.162004           10.290573   
1541                   Slovakia  2016     5.993163           10.310295   
1542                   Slovakia  2017     6.365509           10.338752   
1543                   Slovakia  2018     6.235111           10.375594   
1544                   Slovakia  2019     6.243429           10.397957   
1545                   Slovakia  2020     6.519098           10.331512   
1546                   Slovenia  2006     5.811265           10.402996   
1547                   Slovenia  2009     5.830161           10.410269   
1548                   Slovenia  2010     6.082555           10.419256   
1549                   Slovenia  2011     6.035964           10.425755   
1550                   Slovenia  2012     6.062891           10.396906   
1551                   Slovenia  2013     5.974889           10.385202   
1552                   Slovenia  2014     5.678395           10.411524   
1553                   Slovenia  2015     5.740642           10.432632   
1554                   Slovenia  2016     5.936821           10.462640   
1555                   Slovenia  2017     6.166838           10.509191   
1556                   Slovenia  2018     6.249419           10.545921   
1557                   Slovenia  2019     6.665274           10.563305   
1558                   Slovenia  2020     6.462076           10.477870   
1559                    Somalia  2014     5.528273                 NaN   
1560                    Somalia  2015     5.353645                 NaN   
1561                    Somalia  2016     4.667941                 NaN   
1562          Somaliland region  2009     4.991400                 NaN   
1563          Somaliland region  2010     4.657363                 NaN   
1564          Somaliland region  2011     4.930572                 NaN   
1565          Somaliland region  2012     5.057314                 NaN   
1566               South Africa  2006     5.083987            9.386314   
1567               South Africa  2007     5.204454            9.425617   
1568               South Africa  2008     5.346307            9.443687   
1569               South Africa  2009     5.218431            9.414272   
1570               South Africa  2010     4.652429            9.429664   
1571               South Africa  2011     4.930511            9.446725   
1572               South Africa  2012     5.133888            9.452785   
1573               South Africa  2013     3.660727            9.461276   
1574               South Africa  2014     4.828456            9.463746   
1575               South Africa  2015     4.887326            9.460323   
1576               South Africa  2016     4.769740            9.449658   
1577               South Africa  2017     4.513655            9.449627   
1578               South Africa  2018     4.883922            9.443890   
1579               South Africa  2019     5.034863            9.432028   
1580               South Africa  2020     4.946801            9.332463   
1581                South Korea  2006     5.332178           10.309702   
1582                South Korea  2007     5.767276           10.361026   
1583                South Korea  2008     5.389625           10.383118   
1584                South Korea  2009     5.647690           10.385866   
1585                South Korea  2010     6.116024           10.446717   
1586                South Korea  2011     6.946599           10.475221   
1587                South Korea  2012     6.003287           10.493705   
1588                South Korea  2013     5.958810           10.520309   
1589                South Korea  2014     5.801325           10.545550   
1590                South Korea  2015     5.780211           10.567981   
1591                South Korea  2016     5.970564           10.593056   
1592                South Korea  2017     5.873887           10.621353   
1593                South Korea  2018     5.840231           10.642900   
1594                South Korea  2019     5.902817           10.661044   
1595                South Korea  2020     5.792696           10.648074   
1596                South Sudan  2014     3.831992                 NaN   
1597                South Sudan  2015     4.070771                 NaN   
1598                South Sudan  2016     2.888112                 NaN   
1599                South Sudan  2017     2.816622                 NaN   
1600                      Spain  2005     7.152786           10.546350   
1601                      Spain  2007     6.994615           10.586556   
1602                      Spain  2008     7.294473           10.579435   
1603                      Spain  2009     6.198601           10.532220   
1604                      Spain  2010     6.188262           10.529244   
1605                      Spain  2011     6.518249           10.517514   
1606                      Spain  2012     6.290690           10.486824   
1607                      Spain  2013     6.150027           10.475642   
1608                      Spain  2014     6.456478           10.492376   
1609                      Spain  2015     6.380663           10.530787   
1610                      Spain  2016     6.318612           10.559805   
1611                      Spain  2017     6.230173           10.585966   
1612                      Spain  2018     6.513371           10.604824   
1613                      Spain  2019     6.457449           10.618478   
1614                      Spain  2020     6.502175           10.488059   
1615                  Sri Lanka  2006     4.344611            8.911856   
1616                  Sri Lanka  2007     4.414805            8.970224   
1617                  Sri Lanka  2008     4.430846            9.020894   
1618                  Sri Lanka  2009     4.212027            9.048715   
1619                  Sri Lanka  2010     3.976905            9.118978   
1620                  Sri Lanka  2011     4.180569            9.192944   
1621                  Sri Lanka  2012     4.224593            9.279157   
1622                  Sri Lanka  2013     4.364694            9.304748   
1623                  Sri Lanka  2014     4.267933            9.343831   
1624                  Sri Lanka  2015     4.611607            9.383496   
1625                  Sri Lanka  2017     4.330945            9.440189   
1626                  Sri Lanka  2018     4.435024            9.462235   
1627                  Sri Lanka  2019     4.213299            9.478694   
1628                      Sudan  2009     4.454917            8.105703   
1629                      Sudan  2010     4.435160            8.076443   
1630                      Sudan  2011     4.314456            8.203635   
1631                      Sudan  2012     4.550499            8.295729   
1632                      Sudan  2014     4.138673            8.317068   
1633                   Suriname  2012     6.269287            9.797085   
1634                  Swaziland  2011     4.867091            8.940104   
1635                  Swaziland  2018     4.211565            9.060224   
1636                  Swaziland  2019     4.396115            9.069710   
1637                     Sweden  2005     7.376316           10.739267   
1638                     Sweden  2007     7.241363           10.805614   
1639                     Sweden  2008     7.515997           10.793308   
1640                     Sweden  2009     7.265977           10.740421   
1641                     Sweden  2010     7.496019           10.789714   
1642                     Sweden  2011     7.382232           10.813616   
1643                     Sweden  2012     7.560148           10.800318   
1644                     Sweden  2013     7.434011           10.803652   
1645                     Sweden  2014     7.239148           10.819961   
1646                     Sweden  2015     7.288922           10.853300   
1647                     Sweden  2016     7.368744           10.861230   
1648                     Sweden  2017     7.286805           10.873111   
1649                     Sweden  2018     7.374792           10.880807   
1650                     Sweden  2019     7.398093           10.881908   
1651                     Sweden  2020     7.314341           10.837904   
1652                Switzerland  2006     7.473253           11.049914   
1653                Switzerland  2009     7.524521           11.054919   
1654                Switzerland  2012     7.776209           11.079147   
1655                Switzerland  2014     7.492804           11.097996   
1656                Switzerland  2015     7.572137           11.099858   
1657                Switzerland  2016     7.458520           11.106019   
1658                Switzerland  2017     7.473593           11.114521   
1659                Switzerland  2018     7.508587           11.134289   
1660                Switzerland  2019     7.694221           11.136454   
1661                Switzerland  2020     7.508435           11.080893   
1662                      Syria  2008     5.323332            8.651800   
1663                      Syria  2009     4.978971            8.653676   
1664                      Syria  2010     4.464708            8.729084   
1665                      Syria  2011     4.037889            8.726923   
1666                      Syria  2012     3.164491            8.562601   
1667                      Syria  2013     2.687553            8.396470   
1668                      Syria  2015     3.461913            8.441537   
1669   Taiwan Province of China  2006     6.189050           10.613232   
1670   Taiwan Province of China  2008     5.547682           10.606202   
1671   Taiwan Province of China  2010     6.228531           10.690681   
1672   Taiwan Province of China  2011     6.308915           10.705154   
1673   Taiwan Province of China  2012     6.125917           10.715845   
1674   Taiwan Province of China  2013     6.340344           10.750063   
1675   Taiwan Province of China  2014     6.363497           10.797789   
1676   Taiwan Province of China  2015     6.450088           10.842318   
1677   Taiwan Province of China  2016     6.512851           10.854927   
1678   Taiwan Province of China  2017     6.359451           10.870996   
1679   Taiwan Province of China  2018     6.467005                 NaN   
1680   Taiwan Province of China  2019     6.537090                 NaN   
1681   Taiwan Province of China  2020     6.751068                 NaN   
1682                 Tajikistan  2006     4.613099            7.554471   
1683                 Tajikistan  2007     4.431609            7.609175   
1684                 Tajikistan  2008     5.063987            7.664672   
1685                 Tajikistan  2009     4.575175            7.681615   
1686                 Tajikistan  2010     4.380636            7.722940   
1687                 Tajikistan  2011     4.262671            7.771989   
1688                 Tajikistan  2012     4.496572            7.821405   
1689                 Tajikistan  2013     4.966521            7.869584   
1690                 Tajikistan  2014     4.896158            7.910819   
1691                 Tajikistan  2015     5.124211            7.945079   
1692                 Tajikistan  2016     5.103721            7.987065   
1693                 Tajikistan  2017     5.829234            8.035774   
1694                 Tajikistan  2018     5.497469            8.081698   
1695                 Tajikistan  2019     5.464015            8.125557   
1696                 Tajikistan  2020     5.373399            8.080357   
1697                   Tanzania  2006     3.922484            7.485086   
1698                   Tanzania  2007     4.317950            7.522392   
1699                   Tanzania  2008     4.384742            7.549336   
1700                   Tanzania  2009     3.407508            7.572010   
1701                   Tanzania  2010     3.229129            7.604382   
1702                   Tanzania  2011     4.073562            7.648876   
1703                   Tanzania  2012     4.006897            7.663198   
1704                   Tanzania  2013     3.852395            7.698932   
1705                   Tanzania  2014     3.483279            7.734119   
1706                   Tanzania  2015     3.660597            7.763930   
1707                   Tanzania  2016     2.902734            7.800395   
1708                   Tanzania  2017     3.347121            7.836148   
1709                   Tanzania  2018     3.445023            7.859404   
1710                   Tanzania  2019     3.640155            7.886240   
1711                   Tanzania  2020     3.785684            7.881270   
1712                   Thailand  2006     5.885433            9.461148   
1713                   Thailand  2007     5.783891            9.508475   
1714                   Thailand  2008     5.636471            9.520327   
1715                   Thailand  2009     5.475645            9.508361   
1716                   Thailand  2010     6.216703            9.575911   
1717                   Thailand  2011     6.663609            9.579475   
1718                   Thailand  2012     6.300235            9.644709   
1719                   Thailand  2013     6.231025            9.666691   
1720                   Thailand  2014     6.985464            9.672178   
1721                   Thailand  2015     6.201763            9.699015   
1722                   Thailand  2016     6.073640            9.729001   
1723                   Thailand  2017     5.938895            9.765407   
1724                   Thailand  2018     6.011562            9.802921   
1725                   Thailand  2019     6.022151            9.823529   
1726                   Thailand  2020     5.884544            9.769243   
1727                       Togo  2006     3.202429            7.077817   
1728                       Togo  2008     2.807855            7.051686   
1729                       Togo  2011     2.936221            7.145922   
1730                       Togo  2014     2.838959            7.247175   
1731                       Togo  2015     3.768302            7.277406   
1732                       Togo  2016     3.878578            7.306319   
1733                       Togo  2017     4.360805            7.324177   
1734                       Togo  2018     4.022895            7.347652   
1735                       Togo  2019     4.179494            7.375211   
1736        Trinidad and Tobago  2006     5.832189           10.223845   
1737        Trinidad and Tobago  2008     6.696444           10.294565   
1738        Trinidad and Tobago  2011     6.518746           10.262998   
1739        Trinidad and Tobago  2013     6.167707           10.284636   
1740        Trinidad and Tobago  2017     6.191860           10.182920   
1741                    Tunisia  2009     5.025470            9.197462   
1742                    Tunisia  2010     5.130521            9.221612   
1743                    Tunisia  2011     4.876482            9.192277   
1744                    Tunisia  2012     4.463531            9.221737   
1745                    Tunisia  2013     5.245605            9.240366   
1746                    Tunisia  2014     4.763595            9.259631   
1747                    Tunisia  2015     5.131612            9.261008   
1748                    Tunisia  2016     4.521453            9.261508   
1749                    Tunisia  2017     4.124343            9.269105   
1750                    Tunisia  2018     4.741132            9.283942   
1751                    Tunisia  2019     4.315480            9.283180   
1752                    Tunisia  2020     4.730811            9.230624   
1753                     Turkey  2005     4.718734            9.809252   
1754                     Turkey  2007     5.623472            9.902598   
1755                     Turkey  2008     5.118232            9.899062   
1756                     Turkey  2009     5.212842            9.838136   
1757                     Turkey  2010     5.490347            9.905599   
1758                     Turkey  2011     5.271944            9.995656   
1759                     Turkey  2012     5.309076           10.026114   
1760                     Turkey  2013     4.888177           10.090672   
1761                     Turkey  2014     5.579794           10.124029   
1762                     Turkey  2015     5.514465           10.166448   
1763                     Turkey  2016     5.326222           10.181467   
1764                     Turkey  2017     5.607262           10.237606   
1765                     Turkey  2018     5.185689           10.250577   
1766                     Turkey  2019     4.872074           10.245920   
1767                     Turkey  2020     4.861554           10.219084   
1768               Turkmenistan  2009     6.567713            8.989171   
1769               Turkmenistan  2011     5.791755            9.181697   
1770               Turkmenistan  2012     5.463827            9.268988   
1771               Turkmenistan  2013     5.391763            9.347593   
1772               Turkmenistan  2014     5.787379            9.427173   
1773               Turkmenistan  2015     5.791460            9.472206   
1774               Turkmenistan  2016     5.887052            9.515066   
1775               Turkmenistan  2017     5.229149            9.561351   
1776               Turkmenistan  2018     4.620602            9.605440   
1777               Turkmenistan  2019     5.474300            9.651184   
1778                     Uganda  2006     3.733584            7.369865   
1779                     Uganda  2007     4.455839            7.419120   
1780                     Uganda  2008     4.568619            7.471063   
1781                     Uganda  2009     4.611986            7.505189   
1782                     Uganda  2010     4.192882            7.528168   
1783                     Uganda  2011     4.826001            7.586103   
1784                     Uganda  2012     4.309238            7.591943   
1785                     Uganda  2013     3.709579            7.594839   
1786                     Uganda  2014     3.769919            7.611118   
1787                     Uganda  2015     4.237687            7.626735   
1788                     Uganda  2016     4.233261            7.636911   
1789                     Uganda  2017     4.000517            7.637649   
1790                     Uganda  2018     4.321715            7.660166   
1791                     Uganda  2019     4.948051            7.687653   
1792                     Uganda  2020     4.640910            7.684450   
1793                    Ukraine  2006     4.803954            9.380307   
1794                    Ukraine  2007     5.252182            9.459466   
1795                    Ukraine  2008     5.172380            9.487659   
1796                    Ukraine  2009     5.165639            9.332416   
1797                    Ukraine  2010     5.057561            9.374015   
1798                    Ukraine  2011     5.083133            9.430825   
1799                    Ukraine  2012     5.030342            9.435678   
1800                    Ukraine  2013     4.710803            9.437689   
1801                    Ukraine  2014     4.297330            9.426173   
1802                    Ukraine  2015     3.964543            9.326974   
1803                    Ukraine  2016     4.028690            9.353109   
1804                    Ukraine  2017     4.311067            9.381865   
1805                    Ukraine  2018     4.661909            9.420440   
1806                    Ukraine  2019     4.701762            9.458004   
1807                    Ukraine  2020     5.269676            9.427874   
1808       United Arab Emirates  2006     6.734222           11.367043   
1809       United Arab Emirates  2009     6.866063           10.974636   
1810       United Arab Emirates  2010     7.097456           10.913667   
1811       United Arab Emirates  2011     7.118701           10.935309   
1812       United Arab Emirates  2012     7.217767           10.957638   
1813       United Arab Emirates  2013     6.620951           11.000794   
1814       United Arab Emirates  2014     6.539855           11.040978   
1815       United Arab Emirates  2015     6.568398           11.085503   
1816       United Arab Emirates  2016     6.830950           11.105121   
1817       United Arab Emirates  2017     7.039420           11.115185   
1818       United Arab Emirates  2018     6.603744           11.111975   
1819       United Arab Emirates  2019     6.710783           11.114224   
1820       United Arab Emirates  2020     6.458392           11.052890   
1821             United Kingdom  2005     6.983557           10.662885   
1822             United Kingdom  2007     6.801931           10.699264   
1823             United Kingdom  2008     6.986464           10.688578   
1824             United Kingdom  2009     6.906547           10.637608   
1825             United Kingdom  2010     7.029364           10.649076   
1826             United Kingdom  2011     6.869249           10.656545   
1827             United Kingdom  2012     6.880784           10.664272   
1828             United Kingdom  2013     6.918055           10.678744   
1829             United Kingdom  2014     6.758148           10.697121   
1830             United Kingdom  2015     6.515445           10.712479   
1831             United Kingdom  2016     6.824284           10.723900   
1832             United Kingdom  2017     7.103273           10.735850   
1833             United Kingdom  2018     7.233445           10.743109   
1834             United Kingdom  2019     7.157151           10.751485   
1835             United Kingdom  2020     6.798177           10.625811   
1836              United States  2006     7.181794           10.923974   
1837              United States  2007     7.512688           10.933051   
1838              United States  2008     7.280386           10.922226   
1839              United States  2009     7.158032           10.887765   
1840              United States  2010     7.163616           10.904800   
1841              United States  2011     7.115139           10.912990   
1842              United States  2012     7.026227           10.927963   
1843              United States  2013     7.249285           10.939349   
1844              United States  2014     7.151114           10.956298   
1845              United States  2015     6.863947           10.977393   
1846              United States  2016     6.803600           10.985777   
1847              United States  2017     6.991759           11.001395   
1848              United States  2018     6.882685           11.025024   
1849              United States  2019     6.943701           11.043353   
1850              United States  2020     7.028088           11.000656   
1851                    Uruguay  2006     5.785868            9.542817   
1852                    Uruguay  2007     5.693946            9.604274   
1853                    Uruguay  2008     5.663870            9.671038   
1854                    Uruguay  2009     6.296223            9.709771   
1855                    Uruguay  2010     6.062011            9.782048   
1856                    Uruguay  2011     6.554047            9.829510   
1857                    Uruguay  2012     6.449728            9.861304   
1858                    Uruguay  2013     6.444465            9.903544   
1859                    Uruguay  2014     6.561444            9.932180   
1860                    Uruguay  2015     6.628080            9.932483   
1861                    Uruguay  2016     6.171485            9.945693   
1862                    Uruguay  2017     6.336010            9.967628   
1863                    Uruguay  2018     6.371715            9.980024   
1864                    Uruguay  2019     6.600337            9.978644   
1865                    Uruguay  2020     6.309681            9.937192   
1866                 Uzbekistan  2006     5.232322            8.192730   
1867                 Uzbekistan  2008     5.311368            8.339396   
1868                 Uzbekistan  2009     5.260721            8.399955   
1869                 Uzbekistan  2010     5.095342            8.444950   
1870                 Uzbekistan  2011     5.738744            8.493077   
1871                 Uzbekistan  2012     6.019332            8.549520   
1872                 Uzbekistan  2013     5.939986            8.607008   
1873                 Uzbekistan  2014     6.049212            8.659472   
1874                 Uzbekistan  2015     5.972364            8.713864   
1875                 Uzbekistan  2016     5.892539            8.755632   
1876                 Uzbekistan  2017     6.421448            8.782446   
1877                 Uzbekistan  2018     6.205460            8.818110   
1878                 Uzbekistan  2019     6.154049            8.853480   
1879                  Venezuela  2005     7.169621            9.313096   
1880                  Venezuela  2006     6.525146            9.459522   
1881                  Venezuela  2008     6.257771            9.700688   
1882                  Venezuela  2009     7.188803            9.542343   
1883                  Venezuela  2010     7.478455            9.716555   
1884                  Venezuela  2011     6.579789            9.822392   
1885                  Venezuela  2012     7.066577            9.826082   
1886                  Venezuela  2013     6.552796            9.738845   
1887                  Venezuela  2014     6.136096            9.557058   
1888                  Venezuela  2015     5.568800            9.001046   
1889                  Venezuela  2016     4.041115            9.010295   
1890                  Venezuela  2017     5.070751            9.073104   
1891                  Venezuela  2018     5.005663                 NaN   
1892                  Venezuela  2019     5.080803                 NaN   
1893                  Venezuela  2020     4.573830                 NaN   
1894                    Vietnam  2006     5.293660            8.334977   
1895                    Vietnam  2007     5.421688            8.394412   
1896                    Vietnam  2008     5.480425            8.439887   
1897                    Vietnam  2009     5.304265            8.482665   
1898                    Vietnam  2010     5.295781            8.534918   
1899                    Vietnam  2011     5.767344            8.585228   
1900                    Vietnam  2012     5.534570            8.625951   
1901                    Vietnam  2013     5.022699            8.668217   
1902                    Vietnam  2014     5.084923            8.715796   
1903                    Vietnam  2015     5.076315            8.770014   
1904                    Vietnam  2016     5.062267            8.819946   
1905                    Vietnam  2017     5.175279            8.875670   
1906                    Vietnam  2018     5.295547            8.934111   
1907                    Vietnam  2019     5.467451            8.992331   
1908                      Yemen  2007     4.477133            8.214067   
1909                      Yemen  2009     4.809259            8.277721   
1910                      Yemen  2010     4.350313            8.453350   
1911                      Yemen  2011     3.746256            8.336312   
1912                      Yemen  2012     4.060601            8.236007   
1913                      Yemen  2013     4.217679            8.241937   
1914                      Yemen  2014     3.967958            8.116539   
1915                      Yemen  2015     2.982674            7.857512   
1916                      Yemen  2016     3.825631            7.715108   
1917                      Yemen  2017     3.253560            7.578437   
1918                      Yemen  2018     3.057514                 NaN   
1919                      Yemen  2019     4.196913                 NaN   
1920                     Zambia  2006     4.824455            7.817309   
1921                     Zambia  2007     3.998293            7.870825   
1922                     Zambia  2008     4.730263            7.918427   
1923                     Zambia  2009     5.260361            7.978490   
1924                     Zambia  2011     4.999114            8.071311   
1925                     Zambia  2012     5.013375            8.113511   
1926                     Zambia  2013     5.243996            8.131451   
1927                     Zambia  2014     4.345837            8.146145   
1928                     Zambia  2015     4.843164            8.144258   
1929                     Zambia  2016     4.347544            8.151297   
1930                     Zambia  2017     3.932777            8.156224   
1931                     Zambia  2018     4.041488            8.166652   
1932                     Zambia  2019     3.306797            8.154642   
1933                     Zambia  2020     4.837992            8.116580   
1934                   Zimbabwe  2006     3.826268            7.711109   
1935                   Zimbabwe  2007     3.280247            7.665664   
1936                   Zimbabwe  2008     3.174264            7.461205   
1937                   Zimbabwe  2009     4.055914            7.562871   
1938                   Zimbabwe  2010     4.681570            7.728944   
1939                   Zimbabwe  2011     4.845642            7.846308   
1940                   Zimbabwe  2012     4.955101            7.983468   
1941                   Zimbabwe  2013     4.690188            7.985391   
1942                   Zimbabwe  2014     4.184451            7.991335   
1943                   Zimbabwe  2015     3.703191            7.992339   
1944                   Zimbabwe  2016     3.735400            7.984372   
1945                   Zimbabwe  2017     3.638300            8.015738   
1946                   Zimbabwe  2018     3.616480            8.048798   
1947                   Zimbabwe  2019     2.693523            7.950132   
1948                   Zimbabwe  2020     3.159802            7.828757   

      Social support  Healthy life expectancy at birth  \
0           0.450662                         50.799999   
1           0.552308                         51.200001   
2           0.539075                         51.599998   
3           0.521104                         51.919998   
4           0.520637                         52.240002   
5           0.483552                         52.560001   
6           0.525568                         52.880001   
7           0.528597                         53.200001   
8           0.559072                         53.000000   
9           0.490880                         52.799999   
10          0.507516                         52.599998   
11          0.419973                         52.400002   
12          0.821372                         65.800003   
13          0.833047                         66.199997   
14          0.733152                         66.400002   
15          0.759434                         66.680000   
16          0.784502                         66.959999   
17          0.759477                         67.239998   
18          0.625587                         67.519997   
19          0.639356                         67.800003   
20          0.638411                         68.099998   
21          0.637698                         68.400002   
22          0.683592                         68.699997   
23          0.686365                         69.000000   
24          0.710115                         69.300003   
25               NaN                         64.500000   
26          0.810234                         64.660004   
27          0.839397                         64.820000   
28          0.818189                         65.139999   
29          0.748588                         65.500000   
30          0.806754                         65.699997   
31          0.798651                         65.900002   
32          0.803259                         66.099998   
33          0.723094                         52.500000   
34          0.752593                         53.200001   
35          0.721591                         53.900002   
36          0.754615                         54.599998   
37          0.938463                         66.820000   
38          0.862206                         66.940002   
39          0.892195                         67.059998   
40          0.918693                         67.180000   
41          0.926799                         67.300003   
42          0.889073                         67.480003   
43          0.901776                         67.660004   
44          0.909874                         67.839996   
45          0.917870                         68.019997   
46          0.926492                         68.199997   
47          0.882819                         68.400002   
48          0.906699                         68.599998   
49          0.899912                         68.800003   
50          0.896371                         69.000000   
51          0.897104                         69.199997   
52          0.681877                         64.800003   
53          0.759644                         64.900002   
54          0.709486                         65.000000   
55          0.680007                         65.099998   
56          0.660342                         65.199997   
57          0.705108                         65.360001   
58          0.676446                         65.519997   
59          0.723260                         65.680000   
60          0.738764                         65.839996   
61          0.722551                         66.000000   
62          0.709218                         66.300003   
63          0.697925                         66.599998   
64          0.814449                         66.900002   
65          0.781604                         67.199997   
66          0.967892                         71.400002   
67          0.965276                         71.720001   
68          0.946635                         71.879997   
69          0.954520                         72.199997   
70          0.967029                         72.300003   
71          0.944599                         72.400002   
72          0.928205                         72.500000   
73          0.923799                         72.599998   
74          0.951862                         72.699997   
75          0.942334                         73.000000   
76          0.949958                         73.300003   
77          0.940137                         73.599998   
78          0.942774                         73.900002   
79          0.936517                         74.199997   
80          0.936350                         70.760002   
81          0.934593                         71.080002   
82          0.914193                         71.400002   
83          0.944157                         71.540001   
84          0.945142                         71.680000   
85          0.949809                         71.820000   
86          0.898920                         71.959999   
87          0.928110                         72.099998   
88          0.926319                         72.400002   
89          0.906218                         72.699997   
90          0.911668                         73.000000   
91          0.964489                         73.300003   
92          0.924831                         73.599998   
93          0.854415                         61.880001   
94          0.753247                         62.259998   
95          0.684267                         62.639999   
96          0.735970                         63.020000   
97          0.687001                         63.400002   
98          0.725194                         63.639999   
99          0.761873                         63.880001   
100         0.769690                         64.120003   
101         0.799433                         64.360001   
102         0.785703                         64.599998   
103         0.777271                         64.900002   
104         0.787039                         65.199997   
105         0.781230                         65.500000   
106         0.886756                         65.800003   
107         0.904143                         65.940002   
108         0.877115                         66.300003   
109         0.907868                         66.580002   
110         0.911350                         66.860001   
111         0.883781                         67.139999   
112              NaN                         67.419998   
113         0.852551                         67.699997   
114         0.862700                         68.099998   
115         0.875747                         68.500000   
116         0.877929                         69.300003   
117         0.847745                         69.699997   
118         0.672002                         59.020000   
119         0.514171                         59.439999   
120         0.466553                         59.860001   
121         0.527814                         60.279999   
122         0.549398                         60.700001   
123         0.606459                         61.119999   
124         0.581765                         61.540001   
125         0.530140                         61.959999   
126         0.577065                         62.380001   
127         0.601468                         62.799999   
128         0.649117                         63.299999   
129         0.712553                         63.799999   
130         0.705556                         64.300003   
131         0.673172                         64.800003   
132         0.739338                         65.300003   
133         0.917899                         61.099998   
134         0.857528                         61.400002   
135         0.903700                         61.700001   
136         0.907778                         62.000000   
137         0.918000                         62.299999   
138         0.909888                         62.880001   
139         0.901962                         63.459999   
140         0.922506                         64.040001   
141         0.880259                         64.620003   
142         0.924073                         65.199997   
143         0.926551                         65.500000   
144         0.900256                         65.800003   
145         0.904569                         66.099998   
146         0.916740                         66.400002   
147         0.934875                         69.900002   
148         0.921603                         70.260002   
149         0.922977                         70.440002   
150         0.930570                         70.800003   
151         0.936955                         70.919998   
152         0.927117                         71.040001   
153         0.909186                         71.160004   
154         0.943549                         71.279999   
155         0.885209                         71.400002   
156         0.928964                         71.599998   
157         0.921639                         71.800003   
158         0.929816                         72.000000   
159         0.884230                         72.199997   
160         0.903559                         72.400002   
161         0.872267                         61.599998   
162         0.756932                         62.220001   
163         0.444781                         50.099998   
164         0.382374                         50.900002   
165         0.477494                         51.980000   
166         0.523027                         52.259998   
167         0.576823                         52.540001   
168         0.506091                         52.820000   
169         0.434389                         53.099998   
170         0.492816                         53.500000   
171         0.435879                         53.900002   
172         0.503544                         54.299999   
173         0.442154                         54.700001   
174         0.506636                         55.099998   
175         0.818949                         59.599998   
176         0.880342                         59.900002   
177         0.847574                         60.200001   
178         0.834280                         59.000000   
179         0.796136                         59.500000   
180         0.785262                         60.000000   
181         0.831320                         60.500000   
182         0.807186                         61.000000   
183         0.816783                         61.340000   
184         0.780819                         61.680000   
185         0.802738                         62.020000   
186         0.821345                         62.360001   
187         0.828706                         62.700001   
188         0.795959                         63.000000   
189         0.778662                         63.299999   
190         0.827159                         63.599998   
191         0.784301                         63.900002   
192         0.804811                         64.199997   
193         0.765604                         66.040001   
194         0.735232                         66.480003   
195         0.772754                         66.699997   
196         0.725243                         66.739998   
197         0.778860                         66.779999   
198         0.766828                         66.820000   
199         0.787652                         66.860001   
200         0.655724                         66.900002   
201         0.807705                         67.199997   
202         0.775295                         67.500000   
203         0.835890                         67.800003   
204         0.873142                         68.099998   
205         0.898519                         68.400002   
206         0.883036                         46.820000   
207         0.831905                         49.860001   
208         0.865625                         52.900002   
209         0.860028                         53.680000   
210         0.836743                         54.459999   
211         0.855571                         55.240002   
212         0.859478                         56.020000   
213         0.815656                         56.799999   
214         0.768303                         57.500000   
215         0.768259                         58.200001   
216         0.794936                         58.900002   
217         0.773667                         59.599998   
218         0.882923                         63.299999   
219         0.886402                         63.779999   
220         0.878108                         64.019997   
221         0.912818                         64.260002   
222         0.905528                         64.500000   
223         0.916253                         64.760002   
224         0.890314                         65.019997   
225         0.910422                         65.279999   
226         0.898316                         65.540001   
227         0.906693                         65.800003   
228         0.912455                         66.000000   
229         0.904694                         66.199997   
230         0.881505                         66.400002   
231         0.899175                         66.599998   
232         0.830832                         66.800003   
233         0.831508                         65.099998   
234         0.843272                         65.699997   
235         0.860272                         65.800003   
236         0.837967                         65.900002   
237         0.829132                         66.000000   
238         0.885949                         66.099998   
239         0.907517                         66.199997   
240         0.926036                         66.400002   
241         0.941755                         66.599998   
242         0.923853                         66.800003   
243         0.948204                         67.000000   
244         0.916242                         67.199997   
245         0.796405                         46.660000   
246         0.770785                         47.419998   
247         0.726651                         48.180000   
248         0.773104                         49.700001   
249         0.709528                         50.240002   
250         0.743766                         50.779999   
251         0.745217                         51.320000   
252         0.742262                         51.860001   
253         0.705393                         52.400002   
254         0.764401                         52.900002   
255         0.784761                         53.400002   
256         0.664859                         53.900002   
257         0.683102                         54.400002   
258         0.290934                         49.020000   
259         0.325693                         49.660000   
260         0.422240                         50.680000   
261         0.564678                         51.820000   
262         0.484715                         53.400002   
263         0.793081                         55.299999   
264         0.675132                         56.099998   
265         0.619264                         56.900002   
266         0.818258                         57.700001   
267         0.697164                         58.500000   
268         0.715519                         58.880001   
269         0.605529                         59.259998   
270         0.650590                         59.639999   
271         0.693434                         60.020000   
272         0.728610                         60.400002   
273         0.745901                         60.799999   
274         0.765095                         61.200001   
275         0.794605                         61.599998   
276         0.759175                         62.000000   
277         0.724423                         62.400002   
278         0.689601                         45.980000   
279         0.717394                         46.560001   
280         0.696716                         47.139999   
281         0.728694                         47.720001   
282         0.758641                         48.299999   
283         0.737993                         48.700001   
284         0.742837                         49.099998   
285         0.760194                         49.500000   
286         0.777777                         49.900002   
287         0.646312                         50.299999   
288         0.659300                         51.099998   
289         0.694596                         51.900002   
290         0.676825                         52.700001   
291         0.710965                         53.500000   
292         0.720047                         54.299999   
293         0.961552                         71.300003   
294              NaN                         71.660004   
295         0.938707                         71.839996   
296         0.942845                         72.019997   
297         0.953765                         72.199997   
298         0.921669                         72.360001   
299         0.948128                         72.519997   
300         0.936239                         72.680000   
301         0.917836                         72.839996   
302         0.939067                         73.000000   
303         0.924393                         73.199997   
304         0.933749                         73.400002   
305         0.922719                         73.599998   
306         0.925304                         73.800003   
307         0.930611                         74.000000   
308         0.532297                         40.900002   
309         0.483334                         42.700001   
310         0.387391                         43.080002   
311         0.290184                         44.900002   
312         0.319589                         45.200001   
313         0.724308                         43.180000   
314         0.478951                         43.660000   
315         0.570835                         44.139999   
316         0.645714                         44.619999   
317         0.733714                         45.099998   
318         0.818844                         45.419998   
319         0.672866                         45.740002   
320         0.714145                         46.060001   
321         0.733067                         46.380001   
322         0.751252                         46.700001   
323         0.616205                         47.200001   
324         0.660616                         47.700001   
325         0.577254                         48.200001   
326         0.640452                         48.700001   
327         0.835544                         68.660004   
328         0.814621                         68.720001   
329         0.803759                         68.779999   
330         0.831582                         68.839996   
331         0.856955                         68.900002   
332         0.819079                         69.040001   
333         0.855236                         69.180000   
334         0.862405                         69.320000   
335         0.861552                         69.459999   
336         0.827142                         69.599998   
337         0.841388                         69.699997   
338         0.879841                         69.800003   
339         0.890085                         69.900002   
340         0.869122                         70.000000   
341         0.888412                         70.099998   
342         0.747011                         66.879997   
343         0.810852                         67.059998   
344         0.748287                         67.239998   
345         0.798034                         67.419998   
346         0.767753                         67.599998   
347         0.787171                         67.760002   
348         0.787818                         67.919998   
349         0.777896                         68.080002   
350         0.820366                         68.239998   
351         0.793734                         68.400002   
352         0.741703                         68.699997   
353         0.772033                         69.000000   
354         0.787605                         69.300003   
355         0.821936                         69.599998   
356         0.808334                         69.900002   
357         0.910293                         65.220001   
358         0.893707                         65.339996   
359         0.880067                         65.459999   
360         0.885927                         65.580002   
361         0.892993                         65.699997   
362         0.904147                         65.919998   
363         0.914373                         66.139999   
364         0.900778                         66.360001   
365         0.907403                         66.580002   
366         0.889900                         66.800003   
367         0.881900                         67.099998   
368         0.909250                         67.400002   
369         0.870970                         67.699997   
370         0.872579                         68.000000   
371         0.797035                         68.300003   
372         0.629427                         54.360001   
373         0.721343                         54.700001   
374         0.721833                         55.020000   
375         0.719218                         55.340000   
376         0.621303                         57.200001   
377         0.632013                         57.500000   
378         0.554772                         52.200001   
379         0.637118                         54.580002   
380         0.622330                         54.959999   
381         0.679935                         55.340000   
382         0.685935                         55.720001   
383         0.642136                         56.099998   
384         0.615449                         56.700001   
385         0.655441                         57.299999   
386         0.620623                         57.900002   
387         0.624768                         58.500000   
388         0.733060                         49.340000   
389         0.743947                         50.340000   
390         0.769546                         50.779999   
391         0.829852                         51.220001   
392         0.822286                         51.660000   
393         0.767236                         52.099998   
394         0.864155                         52.500000   
395         0.669688                         52.900002   
396         0.936938                         69.940002   
397         0.917678                         69.879997   
398         0.915759                         69.820000   
399         0.899782                         69.760002   
400         0.915141                         69.699997   
401         0.892048                         69.900002   
402         0.902207                         70.099998   
403         0.902069                         70.300003   
404         0.914211                         70.500000   
405         0.878273                         70.699997   
406         0.900701                         70.900002   
407         0.921697                         71.099998   
408         0.875872                         71.300003   
409         0.906077                         71.500000   
410         0.909822                         67.120003   
411         0.860663                         67.639999   
412         0.796392                         67.900002   
413         0.789739                         68.000000   
414         0.775818                         68.099998   
415         0.751262                         68.199997   
416         0.645698                         68.300003   
417         0.768363                         68.400002   
418         0.798332                         69.000000   
419         0.770310                         69.599998   
420         0.909807                         70.199997   
421         0.935989                         70.800003   
422         0.922913                         71.400002   
423         0.969595                         68.440002   
424         0.878201                         71.440002   
425         0.811736                         72.160004   
426         0.822124                         72.400002   
427         0.843655                         72.540001   
428         0.767177                         72.680000   
429         0.744032                         72.820000   
430         0.770176                         72.959999   
431         0.769556                         73.099998   
432         0.786438                         73.300003   
433         0.818671                         73.500000   
434         0.825573                         73.699997   
435         0.776078                         73.900002   
436         0.805559                         74.099998   
437         0.918759                         67.000000   
438         0.899779                         67.440002   
439         0.934161                         68.099998   
440         0.913511                         68.239998   
441         0.912427                         68.379997   
442         0.888043                         68.519997   
443         0.877915                         68.660004   
444         0.911363                         68.800003   
445         0.930593                         69.300003   
446         0.900969                         69.800003   
447         0.929164                         70.300003   
448         0.964054                         71.300003   
449         0.972372                         69.599998   
450         0.954201                         69.919998   
451         0.953912                         70.080002   
452         0.938892                         70.239998   
453         0.974977                         70.400002   
454         0.961736                         70.620003   
455         0.951437                         70.839996   
456         0.964708                         71.059998   
457         0.956344                         71.279999   
458         0.959701                         71.500000   
459         0.954452                         71.800003   
460         0.952100                         72.099998   
461         0.958219                         72.400002   
462         0.957706                         72.699997   
463         0.947371                         73.000000   
464         0.690440                         53.259998   
465         0.900565                         53.779999   
466              NaN                         54.299999   
467         0.632973                         54.700001   
468         0.918899                         62.680000   
469         0.847545                         62.959999   
470         0.850137                         63.240002   
471         0.878161                         63.520000   
472         0.859969                         63.799999   
473         0.872086                         64.019997   
474         0.879158                         64.239998   
475         0.878449                         64.459999   
476         0.890588                         64.680000   
477         0.893198                         64.900002   
478         0.894753                         65.199997   
479         0.894368                         65.500000   
480         0.861986                         65.800003   
481         0.884090                         66.099998   
482         0.806118                         66.400002   
483         0.910188                         66.080002   
484         0.838859                         66.260002   
485         0.829395                         66.440002   
486         0.779398                         66.620003   
487         0.839280                         66.800003   
488         0.818051                         66.959999   
489         0.785201                         67.120003   
490         0.801251                         67.279999   
491         0.830963                         67.440002   
492         0.855889                         67.599998   
493         0.842352                         67.900002   
494         0.848942                         68.199997   
495         0.851345                         68.500000   
496         0.808486                         68.800003   
497         0.804009                         69.099998   
498         0.847842                         59.700001   
499         0.685863                         59.820000   
500         0.738364                         59.880001   
501         0.744180                         59.939999   
502         0.768675                         60.000000   
503         0.753394                         60.160000   
504         0.736645                         60.320000   
505         0.675188                         60.480000   
506         0.618551                         60.639999   
507         0.729744                         60.799999   
508         0.809219                         61.099998   
509         0.638226                         61.400002   
510         0.758824                         61.700001   
511         0.772129                         62.000000   
512         0.672725                         62.299999   
513         0.878409                         62.919998   
514         0.716827                         63.240002   
515         0.747411                         63.560001   
516         0.734113                         63.880001   
517         0.756654                         64.199997   
518         0.731278                         64.400002   
519         0.806015                         64.599998   
520         0.826859                         64.800003   
521         0.797612                         65.000000   
522         0.790755                         65.199997   
523         0.793660                         65.500000   
524         0.828953                         65.800003   
525         0.820300                         66.099998   
526         0.764391                         66.400002   
527         0.695624                         66.699997   
528         0.910064                         64.860001   
529         0.895632                         65.320000   
530         0.903726                         65.779999   
531         0.873775                         66.239998   
532         0.908713                         66.959999   
533         0.889455                         67.220001   
534         0.900722                         67.480003   
535         0.917102                         67.739998   
536         0.917930                         68.000000   
537         0.937715                         68.199997   
538         0.935686                         68.400002   
539         0.932694                         68.599998   
540         0.934064                         68.800003   
541         0.957770                         69.000000   
542         0.658794                         55.200001   
543         0.602482                         55.799999   
544         0.640452                         56.400002   
545         0.625597                         57.000000   
546         0.718719                         57.500000   
547         0.733540                         58.000000   
548         0.740155                         58.500000   
549         0.748058                         59.000000   
550         0.823138                         59.500000   
551         0.964563                         69.760002   
552         0.951340                         70.080002   
553         0.935481                         70.400002   
554         0.937857                         70.639999   
555         0.927739                         70.879997   
556         0.940869                         71.120003   
557         0.952017                         71.360001   
558         0.947801                         71.599998   
559         0.953940                         71.699997   
560         0.963826                         71.800003   
561         0.962155                         71.900002   
562         0.937416                         72.000000   
563         0.961621                         72.099998   
564         0.940338                         71.300003   
565         0.943929                         71.480003   
566         0.935351                         71.839996   
567         0.918159                         72.019997   
568         0.942955                         72.199997   
569         0.921286                         72.400002   
570         0.937097                         72.599998   
571         0.907691                         72.800003   
572         0.877505                         73.000000   
573         0.895719                         73.199997   
574         0.884923                         73.400002   
575         0.931495                         73.599998   
576         0.921463                         73.800003   
577         0.958348                         74.000000   
578         0.947354                         74.199997   
579         0.652702                         55.480000   
580         0.736096                         56.160000   
581         0.733488                         56.840000   
582         0.828597                         57.520000   
583         0.755862                         58.200001   
584         0.780049                         58.700001   
585         0.806941                         59.200001   
586         0.784828                         59.700001   
587         0.763052                         60.200001   
588         0.697002                         54.700001   
589         0.684800                         55.000000   
590         0.693870                         55.299999   
591         0.646636                         65.120003   
592         0.548369                         65.040001   
593         0.607513                         64.959999   
594         0.543513                         64.879997   
595         0.540389                         64.800003   
596         0.502937                         64.860001   
597         0.532586                         64.919998   
598         0.559166                         64.980003   
599         0.558420                         65.040001   
600         0.517372                         65.099998   
601         0.533412                         64.900002   
602         0.590495                         64.699997   
603         0.617219                         64.500000   
604         0.674976                         64.300003   
605         0.718346                         64.099998   
606         0.963490                         70.199997   
607         0.925938                         70.480003   
608         0.923211                         70.620003   
609         0.934782                         70.760002   
610         0.939309                         70.900002   
611         0.947237                         70.980003   
612         0.926407                         71.059998   
613         0.931421                         71.139999   
614         0.937559                         71.220001   
615         0.925923                         71.300003   
616         0.906029                         71.599998   
617         0.892166                         71.900002   
618         0.919763                         72.199997   
619         0.885667                         72.500000   
620         0.905080                         72.800003   
621         0.728270                         52.340000   
622         0.729648                         52.779999   
623         0.622255                         53.220001   
624         0.633198                         53.660000   
625         0.738559                         54.099998   
626         0.724297                         54.480000   
627         0.685112                         54.860001   
628         0.676289                         55.240002   
629         0.651469                         55.619999   
630         0.687449                         56.000000   
631         0.647303                         56.400002   
632         0.669111                         56.799999   
633         0.760717                         57.200001   
634         0.746248                         57.599998   
635         0.642703                         58.000000   
636         0.836539                         70.500000   
637         0.808003                         70.900002   
638         0.793318                         71.300003   
639         0.868422                         71.500000   
640         0.851555                         71.559998   
641         0.812141                         71.620003   
642         0.686650                         71.680000   
643         0.832333                         71.739998   
644         0.834825                         71.800003   
645         0.802606                         72.000000   
646         0.752900                         72.199997   
647         0.793501                         72.400002   
648         0.890810                         72.599998   
649         0.778537                         72.800003   
650         0.830442                         60.740002   
651         0.866397                         61.080002   
652         0.865605                         61.419998   
653         0.833816                         61.759998   
654         0.859052                         62.099998   
655         0.768112                         62.459999   
656         0.802149                         62.820000   
657         0.829650                         63.180000   
658         0.833975                         63.540001   
659         0.822837                         63.900002   
660         0.811235                         64.199997   
661         0.826492                         64.500000   
662         0.841107                         64.800003   
663         0.774074                         65.099998   
664         0.598466                         50.220001   
665         0.542295                         50.439999   
666         0.566867                         50.660000   
667         0.637714                         50.880001   
668         0.578860                         51.099998   
669         0.675447                         52.200001   
670         0.634026                         53.299999   
671         0.630433                         54.400002   
672         0.655124                         55.500000   
673         0.848765                         57.259998   
674         0.693801                         48.459999   
675         0.679098                         40.380001   
676         0.554031                         32.299999   
677         0.567039                         36.860001   
678         0.748663                         41.419998   
679         0.648351                         45.980000   
680         0.554149                         50.540001   
681         0.564320                         55.099998   
682         0.583742                         55.299999   
683         0.646985                         55.500000   
684         0.537976                         55.700001   
685         0.932677                         64.540001   
686         0.818869                         64.779999   
687         0.828176                         65.019997   
688         0.823966                         65.260002   
689         0.802939                         65.500000   
690         0.765702                         65.720001   
691         0.779195                         65.940002   
692         0.791960                         66.160004   
693         0.790215                         66.379997   
694         0.772376                         66.599998   
695         0.773910                         66.800003   
696         0.843355                         67.000000   
697         0.827067                         67.199997   
698         0.797148                         67.400002   
699         0.812178                               NaN   
700         0.840222                               NaN   
701         0.834716                               NaN   
702         0.857314                               NaN   
703         0.846060                               NaN   
704         0.826426                               NaN   
705         0.833558                               NaN   
706         0.832078                               NaN   
707         0.831066                               NaN   
708         0.855826                               NaN   
709         0.812943                               NaN   
710         0.929628                         64.599998   
711         0.930654                         65.000000   
712         0.900874                         65.400002   
713         0.895694                         65.599998   
714         0.893662                         65.760002   
715         0.906114                         65.919998   
716         0.877318                         66.080002   
717         0.844735                         66.239998   
718         0.858734                         66.400002   
719         0.899512                         66.800003   
720         0.876748                         67.199997   
721         0.940591                         67.599998   
722         0.946516                         68.000000   
723         0.943400                         68.400002   
724         0.977430                         72.320000   
725         0.978965                         72.760002   
726         0.967145                         72.839996   
727         0.980283                         73.000000   
728         0.984940                         73.000000   
729         0.966753                         73.000000   
730         0.981825                         73.000000   
731         0.983286                         73.000000   
732         0.707318                         55.720001   
733         0.568993                         56.139999   
734         0.683593                         56.560001   
735         0.652852                         56.980000   
736         0.604810                         57.400002   
737         0.552593                         57.700001   
738         0.510575                         58.000000   
739         0.552826                         58.299999   
740         0.621467                         58.599998   
741         0.610133                         58.900002   
742         0.613529                         59.299999   
743         0.606767                         59.700001   
744         0.638052                         60.099998   
745         0.560781                         60.500000   
746         0.616639                         60.900002   
747         0.770951                         59.840000   
748         0.703788                         59.980000   
749         0.675075                         60.119999   
750         0.779368                         60.259998   
751         0.816022                         60.400002   
752         0.824977                         60.619999   
753         0.833621                         60.840000   
754         0.793761                         61.060001   
755         0.904828                         61.279999   
756         0.809478                         61.500000   
757         0.791831                         61.700001   
758         0.795589                         61.900002   
759         0.809379                         62.099998   
760         0.801918                         62.299999   
761         0.765978                         62.000000   
762         0.717592                         62.759998   
763         0.632629                         63.139999   
764         0.582237                         64.139999   
765         0.599543                         64.379997   
766         0.663707                         64.620003   
767         0.644064                         64.860001   
768         0.572407                         65.099998   
769         0.566281                         65.400002   
770         0.714233                         65.699997   
771         0.673765                         66.000000   
772         0.698293                         66.300003   
773         0.757219                         66.599998   
774         0.744366                         58.320000   
775         0.861746                         58.959999   
776         0.854118                         59.599998   
777         0.750749                         59.360001   
778         0.730118                         59.119999   
779         0.728285                         58.880001   
780         0.725151                         58.639999   
781         0.684435                         58.400002   
782         0.718957                         59.000000   
783         0.695109                         59.599998   
784         0.763509                         60.200001   
785         0.707847                         61.400002   
786         0.967041                         70.139999   
787         0.982522                         70.820000   
788         0.958702                         71.160004   
789         0.972886                         71.500000   
790         0.977378                         71.599998   
791         0.961786                         71.699997   
792         0.955188                         71.800003   
793         0.967745                         71.900002   
794         0.952943                         72.000000   
795         0.958144                         72.099998   
796         0.943482                         72.199997   
797         0.937862                         72.300003   
798         0.943726                         72.400002   
799         0.960311                         72.500000   
800         0.927079                         71.120003   
801         0.868217                         71.440002   
802         0.859264                         71.760002   
803         0.936573                         72.080002   
804         0.881830                         72.400002   
805         0.892697                         72.459999   
806         0.903416                         72.519997   
807         0.908516                         72.580002   
808         0.889070                         72.639999   
809         0.864130                         72.699997   
810         0.889661                         72.900002   
811         0.916441                         73.099998   
812         0.909595                         73.300003   
813         0.946011                         73.500000   
814         0.959072                         73.699997   
815         0.928001                         71.900002   
816         0.912292                         72.260002   
817         0.879663                         72.440002   
818         0.880313                         72.620003   
819         0.872384                         72.800003   
820         0.913309                         72.839996   
821         0.869487                         72.879997   
822         0.916296                         72.919998   
823         0.897899                         72.959999   
824         0.908987                         73.000000   
825         0.927213                         73.199997   
826         0.919791                         73.400002   
827         0.912656                         73.599998   
828         0.838402                         73.800003   
829         0.889824                         74.000000   
830         0.667009                         45.779999   
831         0.708571                         47.099998   
832         0.710992                         47.400002   
833         0.703992                         47.700001   
834         0.617401                         48.299999   
835         0.661375                         48.900002   
836         0.620883                         49.500000   
837         0.679386                         50.099998   
838         0.613106                         50.700001   
839         0.909084                         64.900002   
840         0.854584                         66.220001   
841         0.864943                         66.459999   
842         0.874232                         66.580002   
843         0.913030                         67.099998   
844         0.877814                         67.500000   
845         0.927712                         73.199997   
846         0.938148                         73.440002   
847         0.887304                         73.559998   
848         0.888357                         73.680000   
849         0.901925                         73.800003   
850         0.916704                         73.980003   
851         0.905295                         74.160004   
852         0.923688                         74.339996   
853         0.900040                         74.519997   
854         0.922657                         74.699997   
855         0.899774                         74.800003   
856         0.881961                         74.900002   
857         0.886432                         75.000000   
858         0.877651                         75.099998   
859         0.887249                         75.199997   
860         0.920013                         63.500000   
861         0.840607                         63.980000   
862         0.766224                         64.220001   
863         0.899034                         64.459999   
864         0.917989                         64.699997   
865         0.877919                         65.000000   
866         0.829496                         65.300003   
867         0.840379                         65.599998   
868         0.816131                         65.900002   
869         0.830444                         66.199997   
870         0.819945                         66.400002   
871         0.814665                         66.599998   
872         0.799544                         66.800003   
873         0.792560                         67.000000   
874         0.708840                         67.199997   
875         0.872089                         58.200001   
876         0.860893                         58.700001   
877         0.839467                         59.200001   
878         0.892998                         59.700001   
879         0.903786                         60.200001   
880         0.904971                         60.720001   
881         0.891717                         61.240002   
882         0.889010                         61.759998   
883         0.795293                         62.279999   
884         0.931349                         62.799999   
885         0.927811                         63.400002   
886         0.914093                         64.000000   
887         0.936657                         64.599998   
888         0.951050                         65.199997   
889         0.966449                         65.800003   
890         0.908798                         50.220001   
891         0.841112                         51.540001   
892         0.826555                         52.860001   
893         0.789220                         54.180000   
894         0.805326                         55.500000   
895         0.846308                         56.060001   
896         0.831410                         56.619999   
897         0.824806                         57.180000   
898         0.765436                         57.740002   
899         0.776923                         58.299999   
900         0.705922                         58.900002   
901         0.714604                         59.500000   
902         0.706720                         60.099998   
903         0.675932                         60.700001   
904         0.673718                         61.299999   
905         0.847812                               NaN   
906         0.883843                               NaN   
907         0.830427                               NaN   
908         0.707959                               NaN   
909         0.759102                               NaN   
910         0.757147                               NaN   
911         0.720750                               NaN   
912         0.705632                               NaN   
913         0.805271                               NaN   
914         0.823803                               NaN   
915         0.792087                               NaN   
916         0.822407                               NaN   
917         0.842511                               NaN   
918         0.792374                               NaN   
919         0.918950                         63.959999   
920         0.926412                         64.440002   
921         0.892722                         64.599998   
922         0.881912                         64.900002   
923         0.888917                         65.199997   
924         0.861948                         65.500000   
925              NaN                         65.800003   
926         0.823018                         66.099998   
927         0.845222                         66.300003   
928         0.853491                         66.500000   
929         0.841520                         66.900002   
930         0.844137                         59.980000   
931         0.833098                         60.259998   
932         0.792133                         60.540001   
933         0.854936                         60.820000   
934         0.885363                         61.099998   
935         0.891404                         61.520000   
936         0.856182                         61.939999   
937         0.850716                         62.360001   
938         0.898025                         62.779999   
939         0.856585                         63.200001   
940         0.914375                         63.500000   
941         0.882587                         63.799999   
942         0.898148                         64.099998   
943         0.877028                         64.400002   
944         0.902223                         64.699997   
945         0.806987                         53.919998   
946         0.789621                         54.439999   
947         0.807086                         54.959999   
948         0.690878                         56.299999   
949         0.692628                         56.599998   
950         0.707336                         58.299999   
951         0.704738                         58.700001   
952         0.729444                         59.099998   
953         0.660396                         59.500000   
954         0.884499                         63.160000   
955         0.835509                         63.520000   
956         0.855418                         63.880001   
957         0.806939                         64.239998   
958         0.836042                         64.860001   
959         0.851195                         65.120003   
960         0.834023                         65.379997   
961         0.881256                         65.639999   
962         0.879372                         65.900002   
963         0.917074                         66.199997   
964         0.895099                         66.500000   
965         0.913276                         66.800003   
966         0.935501                         67.099998   
967         0.928012                         67.400002   
968         0.796278                         64.599998   
969         0.853151                         64.720001   
970         0.717357                         64.959999   
971         0.736412                         65.080002   
972         0.721425                         65.199997   
973         0.732915                         65.279999   
974         0.712611                         65.360001   
975         0.708228                         65.440002   
976         0.758719                         65.519997   
977         0.741708                         65.599998   
978         0.827886                         66.099998   
979         0.776583                         66.599998   
980         0.829381                         67.099998   
981         0.865969                         67.599998   
982         0.824085                         45.740002   
983         0.798059                         46.599998   
984         0.768552                         47.299999   
985         0.789705                         48.700001   
986         0.593732                         49.139999   
987         0.618693                         49.959999   
988         0.827099                         51.599998   
989         0.708302                         53.279999   
990         0.637666                         53.700001   
991         0.642615                         54.500000   
992         0.684867                         55.299999   
993         0.726750                         56.099998   
994         0.712474                         56.900002   
995         0.854931                         62.660000   
996         0.867988                         62.299999   
997         0.876066                         62.299999   
998         0.822759                         62.299999   
999         0.824165                         62.299999   
1000        0.826719                         62.299999   
1001        0.930440                         63.139999   
1002        0.940792                         63.480000   
1003        0.913667                         63.820000   
1004        0.932609                         64.160004   
1005        0.881811                         64.500000   
1006        0.911411                         64.699997   
1007        0.918690                         64.900002   
1008        0.912514                         65.099998   
1009        0.908240                         65.300003   
1010        0.928524                         65.500000   
1011        0.937873                         66.099998   
1012        0.926317                         66.699997   
1013        0.929350                         67.300003   
1014        0.917578                         67.900002   
1015        0.952544                         68.500000   
1016        0.938559                         71.440002   
1017        0.952372                         71.699997   
1018        0.934091                         71.879997   
1019        0.913908                         72.059998   
1020        0.916683                         72.239998   
1021        0.875469                         72.419998   
1022        0.933605                         72.599998   
1023        0.941261                         72.599998   
1024        0.905436                         72.599998   
1025        0.902192                         72.599998   
1026        0.912105                         72.599998   
1027        0.711135                         54.040001   
1028        0.775689                         54.919998   
1029        0.818403                         56.220001   
1030        0.673088                         56.639999   
1031        0.672547                         57.060001   
1032        0.655214                         57.480000   
1033        0.646717                         57.900002   
1034        0.746497                         58.299999   
1035        0.626332                         58.700001   
1036        0.665513                         59.099998   
1037        0.700610                         59.500000   
1038        0.553879                         44.880001   
1039        0.600267                         46.259998   
1040        0.718450                         49.020000   
1041        0.612737                         51.419998   
1042        0.603726                         52.439999   
1043        0.563162                         53.459999   
1044        0.511616                         54.480000   
1045        0.494382                         55.500000   
1046        0.524300                         56.200001   
1047        0.555423                         56.900002   
1048        0.527843                         57.599998   
1049        0.548956                         58.299999   
1050        0.865900                         64.959999   
1051        0.871497                         65.120003   
1052        0.802811                         65.279999   
1053        0.791666                         65.440002   
1054        0.839096                         65.599998   
1055        0.770423                         65.760002   
1056        0.841219                         65.919998   
1057        0.830900                         66.080002   
1058        0.863067                         66.239998   
1059        0.817616                         66.400002   
1060        0.789409                         67.000000   
1061        0.842499                         67.199997   
1062        0.913315                         70.599998   
1063        0.761116                         45.919998   
1064        0.746601                         47.160000   
1065        0.732557                         47.779999   
1066        0.750922                         48.400002   
1067        0.795505                         48.759998   
1068        0.823435                         49.119999   
1069        0.819691                         49.480000   
1070        0.843123                         49.840000   
1071        0.830189                         50.200001   
1072        0.836255                         50.700001   
1073        0.741359                         51.200001   
1074        0.691859                         51.700001   
1075        0.754558                         52.200001   
1076        0.915772                         71.379997   
1077        0.908321                         71.599998   
1078        0.922640                         71.720001   
1079        0.921752                         71.839996   
1080        0.942231                         71.959999   
1081        0.941216                         72.080002   
1082        0.918765                         72.199997   
1083        0.930369                         72.199997   
1084        0.937332                         72.199997   
1085        0.931542                         72.199997   
1086        0.921579                         72.199997   
1087        0.937920                         72.199997   
1088        0.681909                         53.660000   
1089        0.670253                         53.939999   
1090        0.819334                         54.220001   
1091        0.856508                         54.500000   
1092        0.750277                         54.820000   
1093        0.763333                         55.139999   
1094        0.741156                         55.459999   
1095        0.852778                         55.779999   
1096        0.874946                         56.099998   
1097        0.784827                         56.400002   
1098        0.779225                         56.700001   
1099        0.801596                         57.000000   
1100        0.798102                         57.299999   
1101        0.800273                         64.699997   
1102        0.784822                         65.300003   
1103        0.836032                         65.800003   
1104        0.910142                         66.099998   
1105        0.908842                         66.400002   
1106        0.913134                         66.699997   
1107        0.892566                         67.000000   
1108        0.902808                         66.199997   
1109        0.878806                         66.320000   
1110        0.876328                         66.379997   
1111        0.868221                         66.440002   
1112        0.876390                         66.500000   
1113        0.824064                         66.680000   
1114        0.767279                         66.860001   
1115        0.759138                         67.040001   
1116        0.781965                         67.220001   
1117        0.760614                         67.400002   
1118        0.893493                         67.699997   
1119        0.799839                         68.000000   
1120        0.858069                         68.300003   
1121        0.851686                         68.599998   
1122        0.778816                         68.900002   
1123        0.812183                         60.580002   
1124        0.804192                         60.759998   
1125        0.871553                         60.939999   
1126        0.855883                         61.119999   
1127        0.847095                         61.299999   
1128        0.869414                         61.619999   
1129        0.826220                         61.939999   
1130        0.802883                         62.259998   
1131        0.804969                         62.580002   
1132        0.839906                         62.900002   
1133        0.837321                         63.599998   
1134        0.830768                         64.300003   
1135        0.892080                         65.000000   
1136        0.809167                         65.699997   
1137        0.874062                         66.400002   
1138        0.881055                         58.820000   
1139        0.920116                         59.279999   
1140        0.904178                         60.200001   
1141        0.947885                         60.500000   
1142        0.918516                         60.799999   
1143        0.934742                         61.099998   
1144        0.943437                         61.400002   
1145        0.905524                         61.700001   
1146        0.947489                         61.900002   
1147        0.924251                         62.099998   
1148        0.941514                         62.299999   
1149        0.945758                         62.500000   
1150        0.917789                         62.700001   
1151        0.831841                         66.199997   
1152        0.815984                         66.800003   
1153        0.804549                         67.099998   
1154        0.817632                         67.260002   
1155        0.704033                         67.419998   
1156        0.735565                         67.580002   
1157        0.862930                         67.739998   
1158        0.739631                         67.900002   
1159        0.865744                         68.099998   
1160        0.881200                         68.300003   
1161        0.855980                         68.500000   
1162        0.831625                         68.699997   
1163        0.887129                         68.900002   
1164             NaN                         63.500000   
1165        0.833385                         63.799999   
1166        0.675825                         64.099998   
1167        0.597166                         64.400002   
1168        0.605918                         65.000000   
1169        0.655409                         65.300003   
1170        0.641193                         65.599998   
1171        0.553760                         65.900002   
1172        0.534804                         66.199997   
1173        0.552520                         66.500000   
1174        0.878795                         44.799999   
1175        0.747681                         45.500000   
1176        0.755583                         46.200001   
1177        0.817625                         48.320000   
1178        0.665858                         51.200001   
1179        0.678464                         53.200001   
1180        0.738480                         54.200001   
1181        0.742304                         55.200001   
1182        0.612250                         57.020000   
1183        0.756725                         57.380001   
1184        0.774267                         57.740002   
1185        0.752064                         58.099998   
1186        0.793462                         58.400002   
1187        0.795184                         58.700001   
1188        0.773826                         59.000000   
1189        0.762995                         59.299999   
1190        0.795763                         59.599998   
1191        0.827624                         49.680000   
1192        0.762784                         55.160000   
1193        0.828339                         56.200001   
1194        0.864215                         56.500000   
1195        0.844592                         56.799999   
1196        0.740570                         57.099998   
1197        0.873681                         57.200001   
1198        0.786708                         57.700001   
1199        0.817658                         58.200001   
1200        0.813068                         58.700001   
1201        0.779038                         59.200001   
1202        0.740979                         59.400002   
1203        0.733602                         59.599998   
1204        0.740099                         59.799999   
1205        0.785883                         60.000000   
1206        0.747612                         60.200001   
1207        0.837044                         61.299999   
1208        0.816383                         62.400002   
1209        0.768336                         63.500000   
1210        0.772273                         64.599998   
1211        0.947358                         70.400002   
1212        0.943854                         70.800003   
1213        0.944202                         71.000000   
1214        0.956537                         71.400002   
1215        0.938396                         71.519997   
1216        0.938885                         71.639999   
1217        0.924705                         71.760002   
1218        0.908996                         71.879997   
1219        0.879010                         72.000000   
1220        0.925944                         72.099998   
1221        0.936501                         72.199997   
1222        0.939443                         72.300003   
1223        0.941477                         72.400002   
1224        0.943956                         72.500000   
1225        0.946047                         71.199997   
1226        0.966533                         71.400002   
1227        0.944275                         71.599998   
1228        0.975642                         72.000000   
1229        0.953650                         72.120003   
1230        0.930029                         72.239998   
1231        0.958153                         72.360001   
1232        0.942381                         72.480003   
1233        0.987343                         72.599998   
1234        0.936603                         72.800003   
1235        0.954921                         73.000000   
1236        0.953863                         73.199997   
1237        0.938821                         73.400002   
1238        0.951991                         73.599998   
1239        0.877170                         64.139999   
1240        0.866213                         64.480003   
1241        0.857186                         64.820000   
1242        0.834688                         65.160004   
1243        0.863152                         65.500000   
1244        0.800305                         65.720001   
1245        0.894054                         65.940002   
1246        0.868216                         66.160004   
1247        0.838567                         66.379997   
1248        0.826909                         66.599998   
1249        0.852702                         66.900002   
1250        0.838044                         67.199997   
1251        0.854277                         67.500000   
1252        0.873864                         67.800003   
1253        0.677166                         46.360001   
1254        0.725713                         47.119999   
1255        0.606639                         47.880001   
1256        0.771265                         48.639999   
1257        0.654965                         49.400002   
1258        0.817661                         49.919998   
1259        0.700108                         50.439999   
1260        0.695814                         50.959999   
1261        0.752534                         51.480000   
1262        0.713020                         52.000000   
1263        0.682828                         52.500000   
1264        0.582110                         53.000000   
1265        0.612026                         53.500000   
1266        0.676959                         54.000000   
1267        0.735179                         44.119999   
1268        0.717704                         44.639999   
1269        0.779640                         45.160000   
1270        0.722082                         45.680000   
1271        0.823823                         46.200001   
1272        0.817580                         47.119999   
1273        0.662943                         47.580002   
1274        0.811648                         48.500000   
1275        0.804767                         48.900002   
1276        0.733469                         49.299999   
1277        0.740854                         49.700001   
1278        0.733518                         50.099998   
1279        0.739289                         50.500000   
1280        0.871150                               NaN   
1281        0.869274                               NaN   
1282        0.801802                               NaN   
1283        0.791383                               NaN   
1284        0.807690                               NaN   
1285        0.837392                               NaN   
1286        0.803295                               NaN   
1287        0.810538                         64.094666   
1288        0.734431                         64.348663   
1289        0.686855                         64.502441   
1290        0.784300                         64.661400   
1291        0.798305                         64.810860   
1292        0.832254                         64.942177   
1293        0.792998                         65.052765   
1294        0.766368                         65.145203   
1295        0.871212                         65.224686   
1296        0.799955                         65.303299   
1297        0.848915                         65.388832   
1298        0.814638                         65.474358   
1299        0.750374                         65.559883   
1300        0.958511                         71.320000   
1301        0.935879                         71.559998   
1302        0.947657                         72.239998   
1303        0.941162                         72.680000   
1304        0.946834                         72.900002   
1305        0.959743                         73.000000   
1306        0.950128                         73.099998   
1307        0.965962                         73.199997   
1308        0.941784                         73.300003   
1309        0.955980                         73.400002   
1310             NaN                         65.500000   
1311        0.590946                         54.200001   
1312        0.478887                         55.000000   
1313        0.372908                         55.400002   
1314        0.521747                         55.799999   
1315        0.571316                         56.200001   
1316        0.509884                         56.419998   
1317        0.542038                         56.639999   
1318        0.607087                         56.860001   
1319        0.551683                         57.080002   
1320        0.561720                         57.299999   
1321        0.626921                         57.700001   
1322        0.690264                         58.099998   
1323        0.685059                         58.500000   
1324        0.617296                         58.900002   
1325        0.817945                         61.779999   
1326        0.711819                         61.897499   
1327        0.665911                         62.014999   
1328        0.738077                         62.132500   
1329        0.821746                         62.250000   
1330        0.750832                               NaN   
1331        0.782169                               NaN   
1332        0.760900                               NaN   
1333        0.775087                               NaN   
1334        0.766101                               NaN   
1335        0.817771                               NaN   
1336        0.824345                               NaN   
1337        0.819479                               NaN   
1338        0.832550                               NaN   
1339        0.950980                         67.900002   
1340        0.937078                         68.000000   
1341        0.922481                         68.099998   
1342        0.905029                         68.199997   
1343        0.927533                         68.300003   
1344        0.876284                         68.500000   
1345        0.897391                         68.699997   
1346        0.895720                         68.900002   
1347        0.873474                         69.099998   
1348        0.882615                         69.300003   
1349        0.882460                         69.400002   
1350        0.911905                         69.500000   
1351        0.904390                         69.599998   
1352        0.885721                         69.699997   
1353        0.895428                         63.619999   
1354        0.862656                         63.840000   
1355        0.889281                         64.059998   
1356        0.900354                         64.279999   
1357        0.889153                         64.500000   
1358        0.869150                         64.620003   
1359        0.931005                         64.739998   
1360        0.938647                         64.860001   
1361        0.959250                         64.980003   
1362        0.914199                         65.099998   
1363        0.939867                         65.300003   
1364        0.902043                         65.500000   
1365        0.892487                         65.900002   
1366        0.874650                         65.339996   
1367        0.756370                         65.580002   
1368        0.777107                         65.820000   
1369        0.798696                         66.059998   
1370        0.811914                         66.300003   
1371        0.756305                         66.480003   
1372        0.764072                         66.660004   
1373        0.796768                         66.839996   
1374        0.818987                         67.019997   
1375        0.798418                         67.199997   
1376        0.802856                         67.500000   
1377        0.830123                         67.800003   
1378        0.845301                         68.099998   
1379        0.809076                         68.400002   
1380        0.795313                         59.799999   
1381        0.800711                         60.000000   
1382        0.798442                         60.200001   
1383        0.775171                         60.400002   
1384        0.804861                         60.599998   
1385        0.788763                         60.799999   
1386        0.812922                         61.000000   
1387        0.846413                         61.200001   
1388        0.813300                         61.400002   
1389        0.853589                         61.599998   
1390        0.821299                         61.700001   
1391        0.851029                         61.799999   
1392        0.845803                         61.900002   
1393        0.845095                         62.000000   
1394        0.781140                         62.099998   
1395        0.921528                         66.300003   
1396        0.912640                         66.699997   
1397        0.916798                         67.099998   
1398        0.955065                         67.300003   
1399        0.904579                         67.459999   
1400        0.935924                         67.620003   
1401        0.911935                         67.779999   
1402        0.923642                         67.940002   
1403        0.893090                         68.099998   
1404        0.917399                         68.500000   
1405        0.881854                         68.900002   
1406        0.863444                         69.300003   
1407        0.878268                         69.699997   
1408        0.953172                         70.099998   
1409        0.905290                         69.839996   
1410        0.885925                         70.320000   
1411        0.863907                         70.800003   
1412        0.855961                         71.000000   
1413        0.866039                         71.199997   
1414        0.867181                         71.400002   
1415        0.861829                         71.599998   
1416        0.866214                         71.800003   
1417        0.904635                         72.000000   
1418        0.899985                         72.199997   
1419        0.887113                         72.400002   
1420        0.876083                         72.599998   
1421        0.874990                         72.800003   
1422        0.894493                         66.580002   
1423             NaN                         66.699997   
1424        0.857351                         67.019997   
1425        0.838132                         67.339996   
1426             NaN                         68.300003   
1427        0.837685                         64.000000   
1428        0.736480                         64.480003   
1429        0.812450                         64.959999   
1430        0.689066                         65.199997   
1431        0.752607                         65.419998   
1432        0.740043                         65.639999   
1433        0.777552                         65.860001   
1434        0.752941                         66.080002   
1435        0.786967                         66.300003   
1436        0.809229                         66.599998   
1437        0.811240                         66.900002   
1438        0.817930                         67.199997   
1439        0.841906                         67.500000   
1440        0.894707                         58.680000   
1441        0.884656                         59.259998   
1442        0.882316                         59.840000   
1443        0.908076                         60.419998   
1444        0.908814                         61.000000   
1445        0.883417                         61.419998   
1446        0.901295                         61.840000   
1447        0.880857                         62.259998   
1448        0.931755                         62.680000   
1449        0.924363                         63.099998   
1450        0.910927                         63.500000   
1451        0.896151                         63.900002   
1452        0.908726                         64.300003   
1453        0.910099                         64.699997   
1454        0.887020                         65.099998   
1455        0.717583                         49.880001   
1456        0.485681                         53.040001   
1457        0.559390                         54.619999   
1458        0.569860                         56.820000   
1459        0.637147                         57.439999   
1460        0.749633                         58.060001   
1461        0.748304                         58.680000   
1462        0.678144                         59.299999   
1463        0.665131                         59.900002   
1464        0.516550                         60.500000   
1465        0.616173                         61.099998   
1466        0.489458                         61.700001   
1467        0.867819                         63.500000   
1468        0.891525                         63.860001   
1469        0.823054                         64.040001   
1470        0.921288                         64.220001   
1471        0.879598                         64.400002   
1472        0.829634                         64.599998   
1473        0.867101                         64.800003   
1474        0.826695                         65.000000   
1475        0.818420                         65.199997   
1476        0.819750                         65.400002   
1477        0.889932                         65.699997   
1478        0.840086                         66.000000   
1479        0.867848                         66.300003   
1480        0.911718                         66.599998   
1481        0.890256                         66.900002   
1482        0.760252                         53.380001   
1483        0.718461                         54.060001   
1484        0.756299                         54.740002   
1485        0.810355                         55.419998   
1486        0.760294                         56.099998   
1487        0.602409                         56.560001   
1488        0.711077                         57.020000   
1489        0.822958                         57.480000   
1490        0.855522                         57.939999   
1491        0.701535                         58.400002   
1492        0.838994                         58.799999   
1493        0.743759                         59.200001   
1494        0.739355                         59.599998   
1495        0.687614                         60.000000   
1496        0.844413                         65.599998   
1497        0.770126                         66.000000   
1498        0.725563                         66.199997   
1499        0.773211                         66.360001   
1500        0.819430                         66.519997   
1501        0.828069                         66.680000   
1502        0.782709                         66.839996   
1503        0.816251                         67.000000   
1504        0.894895                         67.400002   
1505        0.883770                         67.800003   
1506        0.852945                         68.199997   
1507        0.903294                         68.599998   
1508        0.852102                         69.000000   
1509        0.561356                         40.299999   
1510        0.686471                         41.200001   
1511        0.590737                         42.099998   
1512        0.811873                         43.900002   
1513        0.781581                         44.320000   
1514        0.708427                         45.160000   
1515        0.868556                         45.580002   
1516        0.610594                         46.000000   
1517        0.656723                         47.599998   
1518        0.652287                         49.200001   
1519        0.649638                         50.799999   
1520        0.610780                         52.400002   
1521        0.904329                         73.599998   
1522        0.920632                         73.900002   
1523        0.845259                         74.199997   
1524        0.866255                         74.500000   
1525        0.864162                         74.800003   
1526        0.904474                         75.019997   
1527        0.807911                         75.459999   
1528        0.822033                         75.680000   
1529        0.866437                         75.900002   
1530        0.925128                         76.199997   
1531        0.897350                         76.500000   
1532        0.902841                         76.800003   
1533        0.924918                         77.099998   
1534        0.953579                         66.000000   
1535        0.919640                         66.800003   
1536        0.917293                         67.040001   
1537        0.925751                         67.279999   
1538        0.909379                         67.519997   
1539        0.924243                         67.760002   
1540        0.943454                         68.000000   
1541        0.945179                         68.300003   
1542        0.913387                         68.599998   
1543        0.922379                         68.900002   
1544        0.933088                         69.199997   
1545        0.954160                         69.500000   
1546        0.936075                         68.000000   
1547        0.918697                         68.900002   
1548        0.917203                         69.199997   
1549        0.931166                         69.400002   
1550        0.924754                         69.599998   
1551        0.932120                         69.800003   
1552        0.908348                         70.000000   
1553        0.901164                         70.199997   
1554        0.934487                         70.500000   
1555        0.928188                         70.800003   
1556        0.940971                         71.099998   
1557        0.949402                         71.400002   
1558        0.953438                         71.699997   
1559        0.610836                         49.599998   
1560        0.599281                         50.099998   
1561        0.594417                         50.000000   
1562        0.879567                               NaN   
1563        0.829005                               NaN   
1564        0.787962                               NaN   
1565        0.786291                               NaN   
1566        0.913030                         48.020000   
1567        0.788308                         48.639999   
1568        0.809542                         49.259998   
1569        0.877359                         49.880001   
1570        0.917056                         50.500000   
1571        0.857703                         51.459999   
1572        0.906595                         52.419998   
1573        0.839424                         53.380001   
1574        0.881152                         54.340000   
1575        0.898096                         55.299999   
1576        0.875390                         55.700001   
1577        0.870313                         56.099998   
1578        0.841344                         56.500000   
1579        0.847720                         56.900002   
1580        0.891050                         57.299999   
1581        0.775499                         70.199997   
1582        0.826712                         70.500000   
1583        0.753610                         70.800003   
1584        0.810903                         71.099998   
1585        0.815517                         71.400002   
1586        0.809104                         71.660004   
1587        0.775397                         71.919998   
1588        0.796694                         72.180000   
1589        0.737754                         72.440002   
1590        0.768351                         72.699997   
1591        0.811163                         73.000000   
1592        0.806930                         73.300003   
1593        0.797724                         73.599998   
1594        0.783161                         73.900002   
1595        0.807952                         74.199997   
1596        0.545118                         49.840000   
1597        0.584781                         50.200001   
1598        0.532152                         50.599998   
1599        0.556823                         51.000000   
1600        0.961043                         71.500000   
1601        0.956859                         72.059998   
1602        0.948270                         72.339996   
1603        0.929454                         72.620003   
1604        0.949940                         72.900002   
1605        0.944444                         73.019997   
1606        0.937023                         73.139999   
1607        0.928640                         73.260002   
1608        0.947864                         73.379997   
1609        0.956472                         73.500000   
1610        0.941737                         73.800003   
1611        0.903158                         74.099998   
1612        0.910315                         74.400002   
1613        0.949013                         74.699997   
1614        0.934935                         75.000000   
1615        0.863599                         65.779999   
1616        0.838327                         65.860001   
1617        0.815703                         65.940002   
1618        0.829612                         66.019997   
1619        0.814367                         66.099998   
1620        0.841938                         66.199997   
1621        0.824357                         66.300003   
1622        0.809175                         66.400002   
1623        0.804798                         66.500000   
1624        0.862500                         66.599998   
1625        0.822771                         67.000000   
1626        0.832882                         67.199997   
1627        0.814939                         67.400002   
1628        0.911407                         53.700001   
1629        0.854824                         54.000000   
1630        0.817786                         54.279999   
1631        0.812501                         54.560001   
1632        0.810616                         55.119999   
1633        0.797262                         62.240002   
1634        0.837150                         40.808292   
1635        0.779270                         50.353203   
1636        0.759098                         51.270393   
1637        0.951470                         71.199997   
1638        0.916559                         71.480003   
1639        0.923092                         71.620003   
1640        0.902533                         71.760002   
1641        0.970243                         71.900002   
1642        0.920521                         71.980003   
1643        0.929397                         72.059998   
1644        0.915648                         72.139999   
1645        0.932720                         72.220001   
1646        0.929460                         72.300003   
1647        0.912061                         72.400002   
1648        0.914017                         72.500000   
1649        0.930680                         72.599998   
1650        0.933645                         72.699997   
1651        0.935582                         72.800003   
1652        0.951352                         71.540001   
1653        0.938339                         72.260002   
1654        0.946864                         72.779999   
1655        0.958796                         73.059998   
1656        0.938334                         73.199997   
1657        0.927628                         73.500000   
1658        0.949661                         73.800003   
1659        0.930291                         74.099998   
1660        0.948513                         74.400002   
1661        0.946316                         74.699997   
1662        0.712370                         63.900002   
1663        0.842402                         64.000000   
1664        0.934232                         64.099998   
1665        0.575722                         62.320000   
1666        0.588395                         60.540001   
1667        0.585450                         58.759998   
1668        0.463913                         55.200001   
1669        0.882246                         68.680000   
1670        0.830005                         69.139999   
1671        0.831413                         69.599998   
1672        0.862521                               NaN   
1673        0.825072                               NaN   
1674        0.816993                               NaN   
1675        0.870012                               NaN   
1676        0.885389                               NaN   
1677        0.894989                               NaN   
1678        0.891119                               NaN   
1679        0.896459                               NaN   
1680        0.893431                               NaN   
1681        0.900833                               NaN   
1682        0.723841                         60.639999   
1683        0.726655                         61.080002   
1684        0.700901                         61.520000   
1685        0.675653                         61.959999   
1686        0.759163                         62.400002   
1687        0.750738                         62.560001   
1688        0.728591                         62.720001   
1689        0.700643                         62.880001   
1690        0.809826                         63.040001   
1691        0.843933                         63.200001   
1692        0.856657                         63.500000   
1693        0.662693                         63.799999   
1694        0.875243                         64.099998   
1695        0.879823                         64.400002   
1696        0.789745                         64.699997   
1697        0.782916                         48.700001   
1698        0.707852                         49.599998   
1699        0.774360                         50.500000   
1700        0.836828                         51.400002   
1701        0.812532                         52.299999   
1702        0.882530                         53.040001   
1703        0.832056                         53.779999   
1704        0.803419                         54.520000   
1705        0.789081                         55.259998   
1706        0.790263                         56.000000   
1707        0.637756                         56.500000   
1708        0.705010                         57.000000   
1709        0.675330                         57.500000   
1710        0.687268                         58.000000   
1711        0.739817                         58.500000   
1712        0.894327                         64.139999   
1713        0.888634                         64.480003   
1714        0.831711                         64.820000   
1715        0.893245                         65.160004   
1716        0.897651                         65.500000   
1717        0.884351                         65.720001   
1718        0.906098                         65.940002   
1719        0.926378                         66.160004   
1720        0.933167                         66.379997   
1721        0.866325                         66.599998   
1722        0.907544                         66.800003   
1723        0.877269                         67.000000   
1724        0.873052                         67.199997   
1725        0.903051                         67.400002   
1726        0.866703                         67.599998   
1727        0.435414                         49.259998   
1728        0.291334                         50.180000   
1729        0.302955                         51.580002   
1730        0.444339                         53.020000   
1731        0.478593                         53.500000   
1732        0.509441                         53.900002   
1733        0.507805                         54.299999   
1734        0.596354                         54.700001   
1735        0.538702                         55.099998   
1736        0.886789                         61.759998   
1737        0.858300                         62.080002   
1738        0.862839                         62.540001   
1739        0.883180                         62.820000   
1740        0.916029                         63.500000   
1741             NaN                         64.959999   
1742        0.863188                         65.099998   
1743        0.714891                         65.279999   
1744        0.614423                         65.459999   
1745        0.647967                         65.639999   
1746        0.680261                         65.820000   
1747        0.609470                         66.000000   
1748        0.701822                         66.300003   
1749        0.717382                         66.599998   
1750        0.732954                         66.900002   
1751        0.609589                         67.199997   
1752        0.719013                         67.500000   
1753        0.819936                         62.599998   
1754        0.792273                         63.320000   
1755        0.644874                         63.680000   
1756        0.754646                         64.040001   
1757        0.794905                         64.400002   
1758        0.691902                         64.639999   
1759        0.739281                         64.879997   
1760        0.795451                         65.120003   
1761        0.863288                         65.360001   
1762        0.851225                         65.599998   
1763        0.879995                         66.000000   
1764        0.876468                         66.400002   
1765        0.847027                         66.800003   
1766        0.791656                         67.199997   
1767        0.856730                         67.599998   
1768        0.923846                         59.439999   
1769        0.964419                         60.040001   
1770        0.945841                         60.279999   
1771        0.845733                         60.520000   
1772        0.908927                         60.759998   
1773        0.960158                         61.000000   
1774        0.929032                         61.400002   
1775        0.908455                         61.799999   
1776        0.984489                         62.200001   
1777        0.981502                         62.599998   
1778        0.760256                         46.480000   
1779        0.844879                         47.459999   
1780        0.812828                         48.439999   
1781        0.852087                         49.419998   
1782        0.830155                         50.400002   
1783        0.881751                         51.220001   
1784        0.884722                         52.040001   
1785        0.878275                         52.860001   
1786        0.821206                         53.680000   
1787        0.746633                         54.500000   
1788        0.753540                         54.900002   
1789        0.739956                         55.299999   
1790        0.739841                         55.700001   
1791        0.805487                         56.099998   
1792        0.800461                         56.500000   
1793        0.852453                         60.119999   
1794        0.820094                         60.639999   
1795        0.860014                         61.160000   
1796        0.845293                         61.680000   
1797        0.883555                         62.200001   
1798        0.859459                         62.500000   
1799        0.897573                         62.799999   
1800        0.896510                         63.099998   
1801        0.876760                         63.400002   
1802        0.909440                         63.700001   
1803        0.884961                         64.000000   
1804        0.858325                         64.300003   
1805        0.900937                         64.599998   
1806        0.882726                         64.900002   
1807        0.884686                         65.199997   
1808        0.903410                         65.919998   
1809        0.885089                         66.279999   
1810        0.911762                         66.400002   
1811        0.881369                         66.419998   
1812        0.855877                         66.440002   
1813        0.863716                         66.459999   
1814             NaN                         66.480003   
1815        0.824137                         66.500000   
1816        0.849380                         66.699997   
1817        0.835527                         66.900002   
1818        0.851041                         67.099998   
1819        0.861533                         67.300003   
1820        0.826756                         67.500000   
1821        0.978840                         69.900002   
1822        0.969870                         70.459999   
1823        0.953839                         70.739998   
1824        0.964429                         71.019997   
1825        0.955068                         71.300003   
1826        0.948711                         71.379997   
1827        0.934575                         71.459999   
1828        0.936884                         71.540001   
1829        0.910247                         71.620003   
1830        0.935986                         71.699997   
1831        0.954068                         71.900002   
1832        0.937495                         72.099998   
1833        0.928484                         72.300003   
1834        0.942681                         72.500000   
1835        0.929353                         72.699997   
1836        0.964572                         68.059998   
1837             NaN                         68.220001   
1838        0.952587                         68.379997   
1839        0.911794                         68.540001   
1840        0.926159                         68.699997   
1841        0.921705                         68.680000   
1842        0.903192                         68.660004   
1843        0.925397                         68.639999   
1844        0.902097                         68.620003   
1845        0.903571                         68.599998   
1846        0.896751                         68.500000   
1847        0.921003                         68.400002   
1848        0.903856                         68.300003   
1849        0.916691                         68.199997   
1850        0.937370                         68.099998   
1851        0.911877                         67.440002   
1852        0.874577                         67.580002   
1853        0.879114                         67.720001   
1854        0.923861                         67.860001   
1855        0.893040                         68.000000   
1856        0.891282                         68.139999   
1857        0.864694                         68.279999   
1858        0.917280                         68.419998   
1859        0.901898                         68.559998   
1860        0.891493                         68.699997   
1861        0.900381                         68.800003   
1862        0.913802                         68.900002   
1863        0.917316                         69.000000   
1864        0.933471                         69.099998   
1865        0.921070                         69.199997   
1866        0.903067                         61.439999   
1867        0.894026                         62.320000   
1868        0.904678                         62.759998   
1869        0.903226                         63.200001   
1870        0.924071                         63.400002   
1871        0.933141                         63.599998   
1872        0.962781                         63.799999   
1873        0.952406                         64.000000   
1874        0.968225                         64.199997   
1875        0.945102                         64.500000   
1876        0.942131                         64.800003   
1877        0.920821                         65.099998   
1878        0.915276                         65.400002   
1879        0.955278                         65.400002   
1880        0.946310                         65.459999   
1881        0.922434                         65.580002   
1882        0.944541                         65.639999   
1883        0.931576                         65.699997   
1884        0.930620                         65.739998   
1885        0.931630                         65.779999   
1886        0.896301                         65.820000   
1887        0.903956                         65.860001   
1888        0.911087                         65.900002   
1889        0.901949                         66.099998   
1890        0.895879                         66.300003   
1891        0.886882                         66.500000   
1892        0.887672                         66.699997   
1893        0.805224                         66.900002   
1894        0.887664                         65.860001   
1895        0.856023                         66.019997   
1896        0.804560                         66.180000   
1897        0.815026                         66.339996   
1898        0.786611                         66.500000   
1899        0.897655                         66.660004   
1900        0.775009                         66.820000   
1901        0.759477                         66.980003   
1902        0.792168                         67.139999   
1903        0.848677                         67.300003   
1904        0.876324                         67.500000   
1905             NaN                         67.699997   
1906        0.831945                         67.900002   
1907        0.847592                         68.099998   
1908        0.824969                         53.400002   
1909        0.756430                         54.000000   
1910        0.726612                         54.299999   
1911        0.662680                         54.299999   
1912        0.681678                         54.299999   
1913        0.693905                         54.299999   
1914        0.638252                         54.299999   
1915        0.668683                         54.299999   
1916        0.775407                         55.099998   
1917        0.789555                         55.900002   
1918        0.789422                         56.700001   
1919        0.870043                         57.500000   
1920        0.797665                         44.259998   
1921        0.687989                         45.720001   
1922        0.624418                         47.180000   
1923        0.781926                         48.639999   
1924        0.864023                         50.840000   
1925        0.780023                         51.580002   
1926        0.761312                         52.320000   
1927        0.706223                         53.060001   
1928        0.691483                         53.799999   
1929        0.767047                         54.299999   
1930        0.743754                         54.799999   
1931        0.717720                         55.299999   
1932        0.637894                         55.799999   
1933        0.766872                         56.299999   
1934        0.821656                         41.580002   
1935        0.828113                         42.860001   
1936        0.843475                         44.139999   
1937        0.805781                         45.419998   
1938        0.856638                         46.700001   
1939        0.864694                         48.119999   
1940        0.896476                         49.540001   
1941        0.799274                         50.959999   
1942        0.765839                         52.380001   
1943        0.735800                         53.799999   
1944        0.768425                         54.400002   
1945        0.754147                         55.000000   
1946        0.775388                         55.599998   
1947        0.759162                         56.200001   
1948        0.717243                         56.799999   

      Freedom to make life choices  Generosity  Perceptions of corruption  \
0                         0.718114    0.167640                   0.881686   
1                         0.678896    0.190099                   0.850035   
2                         0.600127    0.120590                   0.706766   
3                         0.495901    0.162427                   0.731109   
4                         0.530935    0.236032                   0.775620   
5                         0.577955    0.061148                   0.823204   
6                         0.508514    0.104013                   0.871242   
7                         0.388928    0.079864                   0.880638   
8                         0.522566    0.042265                   0.793246   
9                         0.427011   -0.121303                   0.954393   
10                        0.373536   -0.093828                   0.927606   
11                        0.393656   -0.108459                   0.923849   
12                        0.528605   -0.008999                   0.874700   
13                        0.525223   -0.157725                   0.863665   
14                        0.568958   -0.172107                   0.726262   
15                        0.487496   -0.204594                   0.877003   
16                        0.601512   -0.168862                   0.847675   
17                        0.631830   -0.127210                   0.862905   
18                        0.734648   -0.024666                   0.882704   
19                        0.703851   -0.080839                   0.884793   
20                        0.729819   -0.016982                   0.901071   
21                        0.749611   -0.028791                   0.876135   
22                        0.824212    0.008912                   0.899129   
23                        0.777351   -0.099263                   0.914284   
24                        0.753671    0.006968                   0.891359   
25                        0.592696   -0.205320                   0.618038   
26                        0.529561   -0.180654                   0.637982   
27                        0.586663   -0.172123                   0.690116   
28                             NaN         NaN                        NaN   
29                             NaN         NaN                        NaN   
30                        0.436670   -0.166782                   0.699774   
31                        0.583381   -0.145943                   0.758704   
32                        0.385083    0.005087                   0.740609   
33                        0.583702    0.055257                   0.911320   
34                        0.456029   -0.136070                   0.906300   
35                        0.409555   -0.103557                   0.816375   
36                        0.374542   -0.167723                   0.834076   
37                        0.733004   -0.156675                   0.851799   
38                        0.652833   -0.140777                   0.881058   
39                        0.678222   -0.131532                   0.864996   
40                        0.636646   -0.129735                   0.884742   
41                        0.730258   -0.125682                   0.854695   
42                        0.815802   -0.173993                   0.754646   
43                        0.747498   -0.147609                   0.816546   
44                        0.737250   -0.130118                   0.822900   
45                        0.745058   -0.164154                   0.854192   
46                        0.881224   -0.173848                   0.850906   
47                        0.847702   -0.191756                   0.850924   
48                        0.831966   -0.185805                   0.841052   
49                        0.845895   -0.210507                   0.855255   
50                        0.817053   -0.210719                   0.830460   
51                        0.823392   -0.122354                   0.815780   
52                        0.520198   -0.231024                   0.849513   
53                        0.605411   -0.251157                   0.817445   
54                        0.462157   -0.215314                   0.876099   
55                        0.441413   -0.214106                   0.881887   
56                        0.459257   -0.176145                   0.890629   
57                        0.464525   -0.225479                   0.874601   
58                        0.501864   -0.215200                   0.892544   
59                        0.504082   -0.195492                   0.899797   
60                        0.506487   -0.218481                   0.920390   
61                        0.551027   -0.202627                   0.901462   
62                        0.610987   -0.170423                   0.921421   
63                        0.613697   -0.146842                   0.864683   
64                        0.807644   -0.162588                   0.676826   
65                        0.844324   -0.172369                   0.583473   
66                        0.934973         NaN                   0.390416   
67                        0.890682    0.347052                   0.512578   
68                        0.915733    0.305290                   0.430811   
69                        0.932059    0.316744                   0.366127   
70                        0.944586    0.369340                   0.381772   
71                        0.935146    0.273635                   0.368252   
72                        0.933379    0.268784                   0.431539   
73                        0.922932    0.318556                   0.442021   
74                        0.921871    0.331899                   0.356554   
75                        0.922316    0.238558                   0.398545   
76                        0.910550    0.317330                   0.411347   
77                        0.916028    0.146455                   0.404647   
78                        0.917537    0.120682                   0.430209   
79                        0.905283    0.210030                   0.491095   
80                        0.941382    0.302386                   0.490111   
81                        0.879069    0.291309                   0.613625   
82                        0.895980    0.130891                   0.546145   
83                        0.939356    0.131578                   0.702721   
84                        0.919704    0.117804                   0.770586   
85                        0.921734    0.168248                   0.678937   
86                        0.885027    0.117607                   0.566931   
87                        0.900305    0.098893                   0.557480   
88                        0.888514    0.079749                   0.523641   
89                        0.890031    0.133064                   0.518304   
90                        0.904112    0.053470                   0.523061   
91                        0.903428    0.059686                   0.457089   
92                        0.911910    0.011032                   0.463830   
93                        0.771528   -0.234837                   0.774117   
94                        0.522046   -0.206899                   0.870910   
95                        0.601043   -0.029469                   0.715125   
96                        0.498138   -0.086897                   0.753850   
97                        0.501071   -0.123218                   0.858347   
98                        0.537484   -0.104529                   0.795119   
99                        0.598859   -0.139939                   0.763155   
100                       0.671957   -0.167769                   0.698820   
101                       0.732773   -0.208170                   0.653845   
102                       0.764289   -0.197727                   0.615553   
103                       0.712573   -0.204162                   0.606771   
104                       0.731030   -0.225129                   0.652539   
105                       0.772449   -0.231613                   0.561206   
106                       0.854249   -0.214163                   0.457261   
107                       0.895931    0.037422                   0.506104   
108                       0.862003   -0.000584                   0.714620   
109                       0.869870   -0.051371                   0.582522   
110                       0.681823         NaN                   0.437915   
111                       0.809206         NaN                   0.524703   
112                            NaN         NaN                        NaN   
113                       0.849521    0.112021                        NaN   
114                       0.888691    0.088187                        NaN   
115                       0.905859    0.136318                        NaN   
116                       0.906536    0.047863                        NaN   
117                       0.945233    0.132441                        NaN   
118                       0.611664    0.068273                   0.785916   
119                       0.604538    0.040335                   0.806117   
120                       0.606012   -0.043634                   0.801820   
121                       0.630931   -0.074515                   0.776004   
122                       0.659006   -0.016196                   0.773530   
123                       0.837995   -0.069335                   0.757003   
124                       0.667682   -0.034349                   0.764894   
125                       0.741518   -0.015539                   0.742774   
126                       0.735513   -0.098169                   0.789375   
127                       0.814796   -0.068449                   0.720601   
128                       0.874700   -0.088731                   0.687854   
129                       0.896217    0.011620                   0.635014   
130                       0.901471   -0.043335                   0.701421   
131                       0.901937   -0.051466                   0.656005   
132                       0.777467   -0.008851                   0.741659   
133                       0.707080   -0.246003                   0.708275   
134                       0.667300   -0.224807                   0.694849   
135                       0.639924   -0.220034                   0.696496   
136                       0.679293   -0.202994                   0.675543   
137                       0.700064   -0.162565                   0.706121   
138                       0.656011   -0.167933                   0.671939   
139                       0.645249   -0.217269                   0.657430   
140                       0.723431   -0.177454                   0.653039   
141                       0.647185   -0.048226                   0.681509   
142                       0.622753   -0.091338                   0.668678   
143                       0.658229   -0.125487                   0.664055   
144                       0.620979   -0.121549                   0.654113   
145                       0.643602   -0.174485                   0.718455   
146                       0.656934   -0.185933                   0.545905   
147                       0.923843         NaN                   0.597554   
148                       0.900870    0.069500                   0.721093   
149                       0.887027    0.006973                   0.651801   
150                       0.806930    0.022295                   0.697366   
151                       0.880154   -0.014154                   0.711044   
152                       0.855267   -0.050071                   0.757573   
153                       0.890711    0.016690                   0.573664   
154                       0.860954    0.001345                   0.511976   
155                       0.869475    0.062215                   0.468785   
156                       0.865759   -0.055826                   0.496659   
157                       0.856802    0.054314                   0.543046   
158                       0.808387   -0.124600                   0.630412   
159                       0.776204   -0.171521                   0.672498   
160                       0.766918   -0.163784                   0.633627   
161                       0.705306    0.032754                   0.768984   
162                       0.873569    0.021996                   0.782105   
163                       0.580069   -0.011183                   0.789862   
164                       0.709477   -0.004316                   0.825246   
165                       0.772919   -0.142235                   0.849472   
166                       0.768971   -0.111311                   0.805978   
167                       0.783240   -0.084775                   0.855956   
168                       0.775546   -0.095703                   0.854827   
169                       0.733384   -0.026638                   0.850098   
170                       0.779795   -0.065072                   0.837716   
171                       0.726808   -0.064986                   0.767235   
172                       0.713264    0.002149                   0.746511   
173                       0.770360   -0.016129                   0.698347   
174                       0.783115   -0.083489                   0.531884   
175                       0.810201    0.352631                   0.802428   
176                       0.834222    0.267873                   0.650338   
177                       0.830102    0.277412                   0.633956   
178                       0.770135   -0.044180                   0.794484   
179                       0.779935    0.000676                   0.816994   
180                       0.725620   -0.091705                   0.801420   
181                       0.778939   -0.036097                   0.762605   
182                       0.703341   -0.068468                   0.781343   
183                       0.781674   -0.039204                   0.824854   
184                       0.862380   -0.014860                   0.839701   
185                       0.845932   -0.066837                   0.811857   
186                       0.881059    0.017844                   0.831854   
187                       0.883625   -0.029515                   0.862374   
188                       0.881749   -0.046750                   0.852593   
189                       0.883905   -0.120381                   0.819262   
190                       0.863247   -0.092877                   0.786045   
191                       0.881311   -0.085674                   0.857220   
192                       0.877032   -0.053764                   0.868208   
193                       0.341566    0.005994                   0.926125   
194                       0.257534   -0.025500                   0.958740   
195                       0.364967   -0.127803                   0.933030   
196                       0.333312   -0.034567                   0.924784   
197                       0.419789   -0.012567                   0.953422   
198                       0.390342    0.041853                   0.969836   
199                       0.411937    0.231839                   0.976340   
200                       0.630698   -0.054572                   0.959854   
201                       0.633454    0.133866                   0.957312   
202                       0.563799    0.091783                   0.923343   
203                       0.658846    0.123263                   0.912858   
204                       0.721563    0.079362                   0.962908   
205                       0.740251    0.137954                   0.916052   
206                       0.823775   -0.194722                   0.723239   
207                       0.857776   -0.164389                   0.806226   
208                       0.826219   -0.142860                   0.813985   
209                       0.812514   -0.250003                   0.816158   
210                       0.799410   -0.202824                   0.814423   
211                       0.767357   -0.154177                   0.748848   
212                       0.791371   -0.104892                   0.743074   
213                       0.857169   -0.116254                   0.860293   
214                       0.851695   -0.252724                   0.729172   
215                       0.817308   -0.247892                   0.731441   
216                       0.817621   -0.254148                   0.806945   
217                       0.832543   -0.239001                   0.792080   
218                       0.882186         NaN                   0.744994   
219                       0.776645   -0.016235                   0.728038   
220                       0.781931   -0.077661                   0.688273   
221                       0.766716   -0.055252                   0.722515   
222                       0.805949   -0.053969                   0.656036   
223                       0.833656   -0.072337                   0.662167   
224                       0.848606         NaN                   0.622543   
225                       0.784815   -0.094682                   0.706954   
226                       0.713814   -0.115171                   0.710303   
227                       0.798935   -0.015562                   0.771339   
228                       0.806572   -0.100316                   0.781093   
229                       0.764793   -0.175128                   0.794457   
230                       0.750609   -0.117002                   0.763251   
231                       0.830206   -0.061973                   0.761841   
232                       0.786235   -0.052820                   0.728772   
233                       0.565787   -0.137790                   0.976061   
234                       0.544536   -0.144253                   0.940970   
235                       0.663528   -0.227830                   0.947979   
236                       0.641256   -0.171941                   0.938209   
237                       0.603213   -0.190944                   0.962047   
238                       0.575596   -0.054812                   0.954637   
239                       0.636818   -0.199828                   0.941280   
240                       0.700266   -0.170193                   0.935988   
241                       0.689047   -0.154141                   0.910800   
242                       0.724336   -0.176177                   0.952014   
243                       0.821930   -0.108587                   0.942806   
244                       0.818225   -0.004322                   0.900633   
245                       0.588338    0.028233                   0.797701   
246                       0.582292   -0.060116                   0.832765   
247                       0.612064   -0.100825                   0.887124   
248                       0.586581   -0.036145                   0.767335   
249                       0.724568   -0.104568                   0.706798   
250                       0.621849   -0.069597                   0.726287   
251                       0.741257   -0.015849                   0.764721   
252                       0.709965   -0.003699                   0.800758   
253                       0.659103    0.003571                   0.692724   
254                       0.644682   -0.000543                   0.720542   
255                       0.613775   -0.063232                   0.727451   
256                       0.720743   -0.013175                   0.757399   
257                       0.677547   -0.004090                   0.729397   
258                       0.260069   -0.018894                   0.859814   
259                       0.427356   -0.019278                   0.718203   
260                       0.489863   -0.062434                   0.677108   
261                       0.431385   -0.058800                   0.807619   
262                       0.646399   -0.023876                   0.598608   
263                            NaN    0.255207                   0.829181   
264                       0.818700    0.115517                   0.878508   
265                       0.914173    0.045451                   0.888392   
266                       0.937233    0.152493                   0.964779   
267                       0.940131    0.349865                   0.895714   
268                       0.927462    0.418499                   0.775356   
269                       0.955596    0.246725                   0.890136   
270                       0.940593    0.163847                   0.811992   
271                       0.937545    0.239398                   0.842555   
272                       0.956320    0.210083                   0.825130   
273                       0.957821    0.076060                   0.840417   
274                       0.963775    0.087969                   0.821023   
275                       0.958305    0.035572                        NaN   
276                       0.956799    0.013223                   0.828444   
277                       0.963075    0.052430                   0.863054   
278                       0.653423   -0.009350                   0.907068   
279                       0.643884   -0.031391                   0.910350   
280                       0.580257   -0.068993                   0.945003   
281                       0.698030   -0.016778                   0.925447   
282                       0.792220    0.002303                   0.874719   
283                       0.816694   -0.028886                   0.869616   
284                       0.766064   -0.032058                   0.898029   
285                       0.794076   -0.030284                   0.867257   
286                       0.794646   -0.071320                   0.855850   
287                       0.791429    0.049315                   0.868049   
288                       0.712507   -0.003486                   0.879451   
289                       0.766945   -0.028414                   0.843586   
290                       0.816305    0.035603                   0.884442   
291                       0.711500   -0.007858                   0.817170   
292                       0.674509    0.049266                   0.836517   
293                       0.957306    0.256230                   0.502681   
294                       0.930341    0.249479                   0.405608   
295                       0.926315    0.261585                   0.369588   
296                       0.915058    0.246217                   0.412622   
297                       0.933949    0.230451                   0.412660   
298                       0.950925    0.253151                   0.432992   
299                       0.917961    0.290013                   0.465602   
300                       0.916014    0.315646                   0.406236   
301                       0.938898    0.269858                   0.441735   
302                       0.931469    0.252821                   0.427152   
303                       0.912424    0.211162                   0.385090   
304                       0.945145    0.162910                   0.362034   
305                       0.945783    0.106098                   0.371741   
306                       0.911526    0.111591                   0.436434   
307                       0.886892    0.049637                   0.434012   
308                       0.662871    0.081043                   0.782131   
309                       0.689951   -0.035954                   0.845377   
310                       0.780018   -0.015844                   0.834499   
311                       0.624057    0.032623                   0.859073   
312                       0.645252    0.072786                   0.889566   
313                       0.306132    0.027806                   0.961074   
314                       0.294612   -0.011461                   0.873610   
315                       0.526610    0.062640                   0.943554   
316                       0.401370    0.021430                   0.931181   
317                       0.504613    0.024908                   0.857664   
318                       0.540268    0.030600                   0.876384   
319                       0.562908   -0.034040                   0.884476   
320                       0.488210   -0.045458                   0.881972   
321                       0.566795   -0.069863                   0.880934   
322                       0.474361   -0.028660                   0.888639   
323                       0.525222    0.052052                   0.819789   
324                       0.614850    0.007875                   0.792390   
325                       0.650355    0.024237                   0.762879   
326                       0.537246    0.055001                   0.832283   
327                       0.744292    0.168375                   0.633630   
328                       0.661905    0.243907                   0.722671   
329                       0.640202    0.083843                   0.740667   
330                       0.746614    0.149212                   0.734211   
331                       0.786367    0.107834                   0.701825   
332                       0.700734    0.111660                   0.752756   
333                       0.733611    0.195193                   0.782117   
334                       0.736887    0.084833                   0.741155   
335                       0.733326    0.217238                   0.758498   
336                       0.768881    0.040594                   0.811511   
337                       0.652290    0.102443                   0.858125   
338                       0.790116   -0.020043                   0.835988   
339                       0.788530   -0.059724                   0.816297   
340                       0.659177   -0.102766                   0.860492   
341                       0.781384    0.032991                   0.811819   
342                            NaN         NaN                        NaN   
343                            NaN   -0.176243                        NaN   
344                       0.853072   -0.092472                        NaN   
345                       0.771143   -0.160481                        NaN   
346                       0.804794   -0.133318                        NaN   
347                       0.824162   -0.186383                        NaN   
348                       0.808255   -0.184676                        NaN   
349                       0.804724   -0.157777                        NaN   
350                            NaN   -0.216772                        NaN   
351                            NaN   -0.244435                        NaN   
352                            NaN   -0.227522                        NaN   
353                       0.877618   -0.174832                        NaN   
354                       0.895378   -0.158510                        NaN   
355                       0.927356   -0.173036                        NaN   
356                       0.891123   -0.103214                        NaN   
357                       0.804662   -0.014981                   0.807830   
358                       0.785866   -0.040381                   0.859761   
359                       0.795084   -0.041800                   0.763224   
360                       0.757101   -0.054762                   0.837143   
361                       0.816121   -0.049532                   0.814524   
362                       0.810907   -0.073486                   0.847269   
363                       0.827868   -0.009422                   0.868372   
364                       0.841173   -0.070860                   0.898202   
365                       0.801191   -0.090322                   0.886646   
366                       0.790898   -0.100126                   0.842899   
367                       0.834966   -0.100342                   0.897554   
368                       0.837555   -0.157137                   0.875018   
369                       0.850766   -0.148472                   0.854821   
370                       0.821501   -0.172131                   0.853646   
371                       0.840186   -0.084642                   0.807964   
372                       0.507845   -0.073564                   0.838116   
373                       0.528675    0.005319                   0.741182   
374                       0.499674   -0.074848                   0.731508   
375                       0.534041   -0.120782                   0.651009   
376                       0.560182    0.085823                   0.793758   
377                       0.538262    0.077253                   0.762232   
378                       0.525747   -0.098091                        NaN   
379                       0.744807   -0.109149                   0.832714   
380                       0.772511   -0.111643                   0.799654   
381                       0.725816   -0.077837                   0.751724   
382                       0.661638   -0.110425                   0.808413   
383                       0.850172   -0.103922                   0.841359   
384                       0.785907   -0.071726                   0.790386   
385                       0.777783   -0.130517                   0.762783   
386                       0.698700   -0.092254                   0.738020   
387                       0.686452   -0.046051                   0.740589   
388                       0.556488   -0.022004                   0.824010   
389                       0.631109   -0.025286                   0.856495   
390                       0.557286   -0.034522                   0.807407   
391                       0.480394    0.012176                   0.912992   
392                       0.556099    0.009187                   0.813676   
393                       0.573764   -0.047585                   0.866378   
394                       0.637367   -0.024395                   0.875000   
395                       0.704240    0.068378                   0.809182   
396                       0.882420    0.060331                   0.797522   
397                       0.922736    0.097860                   0.819655   
398                       0.912006    0.095703                   0.815713   
399                       0.886061    0.065291                   0.786559   
400                       0.881030    0.047454                   0.762587   
401                       0.926106   -0.033006                   0.836583   
402                       0.928914    0.045841                   0.794301   
403                       0.897879    0.018084                   0.812863   
404                       0.926707    0.009626                   0.788037   
405                       0.906926   -0.059072                   0.761419   
406                       0.872972   -0.032443                   0.780562   
407                       0.935618   -0.076224                   0.742351   
408                       0.941888   -0.106974                   0.781302   
409                       0.926830   -0.145994                   0.835628   
410                       0.662206   -0.091904                   0.934274   
411                       0.549258   -0.270663                   0.958131   
412                       0.564373   -0.237075                   0.972739   
413                       0.516932   -0.197630                   0.976777   
414                       0.541910   -0.242314                   0.923860   
415                       0.626700   -0.203897                   0.936060   
416                       0.518878    0.132080                   0.917735   
417                       0.693523   -0.096478                   0.848546   
418                       0.671971   -0.064612                   0.884060   
419                       0.715822   -0.104344                   0.891560   
420                       0.690856   -0.150750                   0.925408   
421                       0.739301   -0.137393                   0.931615   
422                       0.836658   -0.062968                   0.960939   
423                       0.281458         NaN                        NaN   
424                       0.836101    0.018175                   0.712469   
425                       0.774591    0.054318                   0.801424   
426                       0.755363    0.072533                   0.833427   
427                       0.745469    0.179634                   0.840676   
428                       0.724630    0.098052                   0.870692   
429                       0.656268    0.101920                   0.867310   
430                       0.715066    0.059810                   0.868238   
431                       0.628035    0.113800                   0.892795   
432                       0.756221   -0.030234                   0.897640   
433                       0.811671    0.043223                   0.851206   
434                       0.794215   -0.022269                   0.848337   
435                       0.740058   -0.007663                   0.865294   
436                       0.762782         NaN                   0.816232   
437                       0.865235         NaN                   0.900733   
438                       0.798949   -0.063437                   0.927871   
439                       0.779112   -0.041806                   0.925964   
440                       0.787180   -0.106459                   0.949788   
441                       0.739809   -0.153753                   0.956800   
442                       0.725946   -0.155719                   0.915899   
443                       0.800421   -0.167946                   0.896881   
444                       0.808484   -0.145857                   0.886467   
445                       0.850328   -0.197475                   0.900431   
446                       0.831786   -0.176520                   0.866525   
447                       0.790132   -0.291852                   0.851382   
448                       0.906422   -0.127022                   0.883700   
449                       0.971135         NaN                   0.236522   
450                       0.932086    0.240024                   0.206006   
451                       0.969788    0.272087                   0.247505   
452                       0.949336    0.263550                   0.205770   
453                       0.943631    0.242442                   0.174896   
454                       0.934760    0.297531                   0.220043   
455                       0.932628    0.138761                   0.187408   
456                       0.920255    0.214793                   0.170042   
457                       0.941572    0.118037                   0.237218   
458                       0.941436    0.222084                   0.191016   
459                       0.948231    0.137807                   0.209893   
460                       0.955416    0.155435                   0.181148   
461                       0.935438    0.018000                   0.150607   
462                       0.963318    0.020324                   0.174151   
463                       0.937932    0.052293                   0.213842   
464                       0.773457    0.128720                   0.576098   
465                       0.649316    0.004683                   0.634223   
466                       0.763730   -0.058336                   0.596910   
467                       0.746439   -0.057319                   0.518930   
468                       0.858241    0.037693                   0.754729   
469                       0.886247   -0.007659                   0.771574   
470                       0.848117   -0.045099                   0.727598   
471                       0.862979   -0.052841                   0.805910   
472                       0.823903   -0.074849                   0.779742   
473                       0.847975    0.013953                   0.788255   
474                       0.840129   -0.061735                   0.727300   
475                       0.888566    0.020657                   0.751751   
476                       0.904574   -0.020420                   0.760023   
477                       0.856025   -0.065387                   0.755288   
478                       0.872712   -0.080135                   0.737183   
479                       0.855359   -0.121460                   0.760490   
480                       0.866642   -0.150292                   0.762274   
481                       0.877406   -0.122696                   0.745615   
482                       0.834643   -0.127834                   0.636117   
483                       0.671075   -0.090794                   0.900687   
484                       0.669843   -0.063085                   0.829651   
485                       0.640317   -0.094336                   0.801257   
486                       0.736881   -0.108082                   0.774305   
487                       0.723079   -0.063229                   0.805639   
488                       0.788306   -0.155053                   0.701596   
489                       0.825275   -0.083768                   0.729979   
490                       0.786798   -0.190550                   0.645849   
491                       0.719105   -0.167210                   0.660935   
492                       0.800870   -0.113920                   0.665828   
493                       0.846336   -0.015232                   0.774084   
494                       0.879128   -0.167036                   0.733589   
495                       0.869364   -0.099171                   0.830743   
496                       0.829574   -0.114833                   0.839495   
497                       0.828512   -0.157090                   0.854780   
498                       0.817362         NaN                        NaN   
499                       0.609077   -0.120520                        NaN   
500                            NaN   -0.087063                   0.913642   
501                       0.611083   -0.099577                   0.800866   
502                       0.486279   -0.075683                   0.826335   
503                       0.589538   -0.151418                   0.858596   
504                       0.451543   -0.137821                   0.880383   
505                       0.473775   -0.141244                   0.913228   
506                       0.577938   -0.126385                   0.749143   
507                       0.659261   -0.088560                   0.684498   
508                       0.655845   -0.141441                   0.817527   
509                       0.592505   -0.152355                        NaN   
510                       0.681654   -0.215410                        NaN   
511                       0.773951   -0.198710                        NaN   
512                       0.769550   -0.112342                        NaN   
513                       0.682990   -0.055644                   0.806596   
514                       0.638937   -0.014801                   0.785099   
515                       0.635648   -0.078051                   0.734727   
516                       0.670932   -0.103450                   0.647528   
517                       0.669338   -0.063869                   0.694180   
518                       0.747246   -0.126358                   0.706553   
519                       0.682745   -0.154836                   0.786295   
520                       0.715570   -0.149619                   0.771751   
521                       0.778015   -0.194103                   0.781460   
522                       0.733356   -0.156171                   0.804544   
523                       0.799847   -0.184882                   0.797312   
524                       0.757827   -0.171884                   0.777749   
525                       0.863335   -0.095272                   0.800700   
526                       0.877391   -0.108848                   0.681576   
527                       0.923945   -0.126474                   0.583036   
528                       0.748576   -0.263854                   0.796723   
529                       0.712121   -0.245836                   0.742697   
530                       0.642325   -0.217436                   0.662770   
531                       0.610709   -0.229775                   0.793152   
532                       0.735225   -0.168138                   0.686784   
533                       0.696826   -0.191811                   0.792853   
534                       0.753559   -0.200791                   0.726356   
535                       0.773327   -0.152967                   0.652447   
536                       0.814692   -0.163681                   0.568734   
537                       0.842771   -0.149049                   0.639085   
538                       0.861749   -0.100625                   0.668402   
539                       0.885618   -0.141337                   0.620678   
540                       0.886504   -0.095724                   0.575754   
541                       0.954201   -0.082279                   0.397835   
542                       0.776308   -0.043737                        NaN   
543                       0.706796   -0.007737                   0.750478   
544                       0.693559    0.080252                   0.701800   
545                       0.802643    0.112722                   0.567027   
546                       0.744308    0.038447                   0.702881   
547                       0.717101    0.001413                   0.756899   
548                       0.740343    0.039446                   0.799466   
549                       0.753516    0.052576                   0.731845   
550                       0.768694    0.188497                   0.783822   
551                       0.968580   -0.004539                   0.132430   
552                       0.934179    0.027669                   0.216568   
553                       0.916009    0.091150                   0.412516   
554                       0.936448    0.101488                   0.319593   
555                       0.920968   -0.001056                   0.360734   
556                       0.918625    0.039570                   0.305770   
557                       0.933044   -0.000784                   0.265480   
558                       0.929862    0.111265                   0.223370   
559                       0.948372   -0.026774                   0.249660   
560                       0.962199   -0.002134                   0.192413   
561                       0.937807   -0.127380                   0.198605   
562                       0.947617   -0.051525                   0.195338   
563                       0.962424   -0.115532                   0.163636   
564                       0.894819         NaN                   0.687851   
565                       0.789121    0.126045                   0.699270   
566                       0.833327   -0.031021                   0.668876   
567                       0.798213   -0.081896                   0.654168   
568                       0.849702   -0.103513                   0.622954   
569                       0.903367   -0.102445                   0.626625   
570                       0.841320   -0.149065                   0.607905   
571                       0.877796   -0.124514                   0.699069   
572                       0.803474   -0.118097                   0.655637   
573                       0.817036   -0.139271                   0.640602   
574                       0.786780   -0.091287                   0.622697   
575                       0.833890   -0.123433                   0.601486   
576                       0.816377   -0.137875                   0.581775   
577                       0.827241   -0.133166                   0.568272   
578                       0.823386   -0.168961                   0.564641   
579                       0.771872   -0.211380                   0.850831   
580                       0.565966   -0.195044                   0.810120   
581                       0.682490   -0.145539                   0.780439   
582                       0.606614   -0.197952                   0.781658   
583                       0.671301   -0.193561                   0.866777   
584                       0.698942   -0.204033                   0.816564   
585                       0.652360   -0.228041                   0.868306   
586                       0.719135   -0.196936                   0.822863   
587                       0.736350   -0.202520                   0.846254   
588                       0.812326    0.110878                   0.571616   
589                       0.718729    0.440160                   0.691070   
590                       0.676595    0.410180                   0.798108   
591                       0.552593   -0.267064                   0.751934   
592                       0.463723   -0.266687                   0.697340   
593                       0.613997   -0.224274                   0.497999   
594                       0.495314   -0.232556                   0.534585   
595                       0.557858   -0.247611                   0.459736   
596                       0.632465   -0.254860                   0.353346   
597                       0.658724   -0.268965                   0.320888   
598                       0.722128   -0.254065                   0.348714   
599                       0.719781   -0.232957                   0.415526   
600                       0.639945   -0.204795                   0.502417   
601                       0.606468   -0.249173                   0.560924   
602                       0.820909   -0.243887                   0.589632   
603                       0.775144   -0.232731                   0.754854   
604                       0.810534   -0.259722                   0.647223   
605                       0.764352   -0.221125                   0.582735   
606                       0.846624         NaN                   0.781007   
607                       0.800878    0.167073                   0.792179   
608                       0.765557         NaN                   0.758266   
609                       0.843785    0.127240                   0.689931   
610                       0.842656    0.095138                   0.688006   
611                       0.906293    0.032935                   0.677172   
612                       0.904440    0.071023                   0.679237   
613                       0.894313    0.024312                   0.565794   
614                       0.898683    0.087881                   0.473953   
615                       0.889429    0.177622                   0.412168   
616                       0.870515    0.148288                   0.445922   
617                       0.840728    0.145139                   0.414021   
618                       0.876888    0.033948                   0.495674   
619                       0.884752    0.057100                   0.462255   
620                       0.864356   -0.060048                   0.424089   
621                       0.849283    0.213096                   0.814070   
622                       0.891153    0.137620                   0.771188   
623                       0.838006    0.119717                   0.862870   
624                       0.757478    0.005178                   0.889738   
625                       0.891130    0.073658                   0.874849   
626                       0.851896    0.010545                   0.790444   
627                       0.679418    0.039938                   0.897836   
628                       0.793794   -0.065492                   0.880178   
629                       0.676916    0.001083                   0.912682   
630                       0.852016   -0.038347                   0.945436   
631                       0.751168    0.089574                   0.893955   
632                       0.783046    0.078707                   0.838610   
633                       0.816680    0.062165                   0.846328   
634                       0.787448    0.115958                   0.856666   
635                       0.823720    0.199632                   0.847025   
636                       0.734172         NaN                   0.860563   
637                       0.575309   -0.190359                   0.844571   
638                       0.443108   -0.293052                   0.958768   
639                       0.484111   -0.302877                   0.954114   
640                       0.528126   -0.316439                   0.941153   
641                       0.372610   -0.304908                   0.958909   
642                       0.425967   -0.272042                   0.941310   
643                       0.369156   -0.287930                   0.930214   
644                       0.531736   -0.271978                   0.823960   
645                       0.481617   -0.260160                   0.898471   
646                       0.438300   -0.290053                   0.872239   
647                       0.564456   -0.335040                   0.860302   
648                       0.613584   -0.288678                   0.848004   
649                       0.564614   -0.240806                   0.764325   
650                       0.663382    0.172222                   0.706096   
651                       0.627587    0.135808                   0.809743   
652                       0.630152    0.205520                   0.796285   
653                       0.643479    0.196545                   0.754889   
654                       0.695863    0.166235                   0.794835   
655                       0.762963    0.008882                   0.863039   
656                       0.865472    0.020275                   0.820924   
657                       0.884005    0.044932                   0.816770   
658                       0.843399    0.107526                   0.804463   
659                       0.868640    0.051297                   0.821655   
660                       0.862676    0.011463                   0.812030   
661                       0.914522   -0.058531                   0.799748   
662                       0.909538   -0.010064                   0.765454   
663                       0.900676   -0.062303                   0.772578   
664                       0.796830    0.040658                   0.743256   
665                       0.646188    0.000928                   0.794450   
666                       0.692737    0.090948                   0.815482   
667                       0.683558    0.005991                   0.705246   
668                       0.665953    0.006547                   0.762152   
669                       0.725685   -0.056312                   0.802781   
670                       0.738213    0.037824                   0.750026   
671                       0.731157    0.092035                   0.778394   
672                       0.691399    0.096817                   0.755585   
673                       0.694006    0.110037                   0.835569   
674                       0.449475    0.400810                   0.853506   
675                       0.464971    0.260972                   0.811659   
676                       0.372941    0.215561                   0.848007   
677                       0.412588    0.242585                   0.681960   
678                       0.482486    0.289061                   0.717166   
679                       0.610410    0.289404                   0.668976   
680                       0.508805    0.284814                   0.707521   
681                       0.398295    0.305932                   0.777404   
682                       0.303540    0.291313                   0.838523   
683                       0.484429    0.380997                   0.647192   
684                       0.591468    0.421520                   0.720445   
685                       0.650254    0.089146                   0.843539   
686                       0.675631    0.230320                   0.825975   
687                       0.686881    0.223111                   0.863222   
688                       0.661203    0.118611                   0.856734   
689                       0.645528    0.105422                   0.819940   
690                       0.783369    0.095479                   0.883963   
691                       0.700452   -0.003207                   0.871437   
692                       0.698400   -0.027216                   0.867700   
693                       0.695983    0.015080                   0.834350   
694                       0.534058   -0.096824                   0.848083   
695                       0.850047    0.080017                   0.792875   
696                       0.898377    0.072136                   0.783429   
697                       0.872162    0.099210                   0.803565   
698                       0.846190    0.062709                   0.814963   
699                       0.909820    0.155567                   0.355985   
700                       0.922211    0.296268                   0.273945   
701                       0.918026    0.307638                   0.272125   
702                       0.890418    0.331955                   0.255775   
703                       0.894330    0.234555                   0.244887   
704                       0.879752    0.222402                   0.379783   
705                       0.843082    0.223799                   0.422960   
706                       0.799743    0.100235                   0.402813   
707                       0.830657    0.140063                   0.415810   
708                       0.726852    0.067344                   0.431974   
709                       0.705452         NaN                   0.380351   
710                       0.696874         NaN                   0.902811   
711                       0.538498   -0.160848                   0.895177   
712                       0.464373   -0.125157                   0.914701   
713                       0.513835   -0.145089                   0.983276   
714                       0.631100   -0.089036                   0.939908   
715                       0.569232   -0.136061                   0.930297   
716                       0.673728   -0.112913                   0.911533   
717                       0.494475   -0.149750                   0.855361   
718                       0.557721   -0.197823                   0.907530   
719                       0.553952   -0.186869                   0.924186   
720                       0.661166   -0.139318                   0.886361   
721                       0.692627   -0.242624                   0.911277   
722                       0.798041   -0.194903                   0.883571   
723                       0.770968   -0.120405                   0.836105   
724                       0.885196    0.271766                   0.708049   
725                       0.904655    0.241383                   0.758586   
726                       0.923208    0.305916                   0.712599   
727                       0.940485    0.300744                   0.638662   
728                       0.951610    0.280812                   0.719300   
729                       0.938783    0.245770                   0.726845   
730                       0.959470         NaN                   0.698708   
731                       0.948627    0.160274                   0.644064   
732                       0.773737         NaN                   0.854812   
733                       0.728893   -0.051251                   0.862143   
734                       0.755840   -0.071906                   0.891188   
735                       0.678644   -0.025930                   0.894611   
736                       0.783060    0.057902                   0.862548   
737                       0.837552   -0.037767                   0.907794   
738                       0.609320    0.067322                   0.829615   
739                       0.740177    0.084251                   0.832356   
740                       0.809383   -0.025796                   0.832142   
741                       0.777225   -0.005146                   0.776435   
742                       0.820069    0.045910                   0.764722   
743                       0.885850   -0.041828                   0.780803   
744                       0.890443    0.084721                   0.805263   
745                       0.875540    0.111779                   0.751979   
746                       0.906391    0.074824                   0.780124   
747                       0.713171    0.347461                   0.915120   
748                       0.603260    0.311470                   0.959867   
749                       0.595633    0.164236                   0.968212   
750                       0.783793    0.190771                   0.910941   
751                       0.699658    0.447515                   0.954050   
752                       0.878287    0.437941                   0.962295   
753                       0.770319    0.354085                   0.961589   
754                       0.780691    0.376006                   0.972669   
755                       0.719413    0.407956                   0.970144   
756                       0.779418    0.471330                   0.945967   
757                       0.829942    0.499780                   0.889677   
758                       0.865026    0.487873                   0.900416   
759                       0.879374    0.511993                   0.867729   
760                       0.865859    0.555348                   0.860785   
761                       0.651168         NaN                   0.636490   
762                       0.532620    0.055538                   0.871644   
763                       0.601222    0.052281                   0.868343   
764                       0.797574    0.200392                   0.664582   
765                       0.764418         NaN                   0.677707   
766                       0.730215    0.215557                   0.685038   
767                       0.766823    0.240678                   0.639682   
768                       0.780383    0.176360                   0.698951   
769                       0.773304    0.185618                   0.712783   
770                       0.730635    0.218477                   0.714941   
771                       0.603320         NaN                   0.703440   
772                       0.623282         NaN                   0.728307   
773                       0.599594         NaN                   0.709902   
774                       0.385769   -0.061305                   0.909882   
775                       0.431468   -0.199414                   0.854340   
776                       0.419064   -0.124621                   0.858735   
777                       0.347414   -0.069558                   0.780027   
778                       0.314565   -0.020207                   0.789191   
779                            NaN   -0.049836                   0.709726   
780                       0.646007   -0.001022                   0.726008   
781                       0.599460    0.019455                   0.762167   
782                       0.666160   -0.052077                   0.798866   
783                       0.627722   -0.000484                   0.757109   
784                       0.597823   -0.068258                   0.886700   
785                       0.700215   -0.020748                   0.849109   
786                       0.943275    0.241917                   0.472849   
787                       0.894109    0.321945                   0.486995   
788                       0.834730    0.315237                   0.579600   
789                       0.856030    0.347998                   0.618024   
790                       0.952034    0.383449                   0.589913   
791                       0.902195    0.302251                   0.572632   
792                       0.883772    0.331424                   0.558394   
793                       0.921630    0.263642                   0.406036   
794                       0.892277    0.232601                   0.408757   
795                       0.874589    0.174270                   0.398544   
796                       0.905341    0.216474                   0.337085   
797                       0.861472    0.144194                   0.362210   
798                       0.892459    0.073613                   0.372804   
799                       0.882098    0.013817                   0.355633   
800                       0.816653         NaN                   0.905375   
801                       0.682864    0.219236                   0.867821   
802                       0.662969    0.138600                   0.898196   
803                       0.592530    0.171667                   0.922718   
804                       0.561478    0.149889                   0.902183   
805                       0.722269    0.140867                   0.891295   
806                       0.681439    0.152813                   0.862327   
807                       0.739002    0.150384                   0.848538   
808                       0.706975    0.093551                   0.818040   
809                       0.752784    0.108476                   0.789430   
810                       0.772297    0.153160                   0.804057   
811                       0.768076    0.145330                   0.792652   
812                       0.724662    0.055274                   0.770135   
813                       0.834492    0.085437                   0.742868   
814                       0.831316   -0.049372                   0.747639   
815                       0.802195         NaN                   0.943912   
816                       0.684297    0.113494                   0.922197   
817                       0.543077    0.049271                   0.945625   
818                       0.700550    0.240435                   0.889985   
819                       0.737739   -0.059522                   0.921075   
820                       0.567738   -0.017811                   0.933461   
821                       0.570095    0.112832                   0.908324   
822                       0.499169   -0.102297                   0.942639   
823                       0.623531   -0.064877                   0.919960   
824                       0.574766   -0.064207                   0.912753   
825                       0.623742   -0.080541                   0.902801   
826                       0.632843   -0.035053                   0.866668   
827                       0.650009   -0.021211                   0.887825   
828                       0.709479   -0.081561                   0.865528   
829                       0.718155   -0.149937                   0.844095   
830                       0.759862   -0.153323                   0.902262   
831                       0.739193   -0.030705                   0.691118   
832                       0.780773   -0.080097                   0.671356   
833                       0.799746   -0.053405                   0.744250   
834                       0.768789   -0.042712                   0.757453   
835                       0.732098   -0.110538                   0.770940   
836                       0.712590   -0.050007                   0.790967   
837                       0.735712   -0.017261                   0.799271   
838                       0.769998    0.015564                   0.776687   
839                       0.738236   -0.003836                   0.945988   
840                       0.795614   -0.063646                   0.909116   
841                       0.793195   -0.020864                   0.930722   
842                       0.808973   -0.000519                   0.861133   
843                       0.860676   -0.129574                   0.882796   
844                       0.890671   -0.136797                   0.885330   
845                       0.867779         NaN                   0.698930   
846                       0.796054   -0.090048                   0.809233   
847                       0.772070   -0.135062                   0.816475   
848                       0.729888   -0.209903                   0.740108   
849                       0.771722   -0.140231                   0.769557   
850                       0.814396   -0.051788                   0.733799   
851                       0.752832         NaN                   0.692387   
852                       0.821417   -0.146817                   0.650498   
853                       0.838052   -0.139266                   0.617483   
854                       0.831694   -0.155128                   0.654443   
855                       0.836065   -0.062039                   0.697639   
856                       0.849397   -0.205958                   0.659199   
857                       0.773472   -0.261265                   0.686785   
858                       0.806472   -0.254619                   0.617188   
859                       0.806036   -0.258745                   0.608699   
860                            NaN         NaN                   0.669727   
861                       0.646079   -0.111973                   0.663645   
862                            NaN   -0.127316                   0.709403   
863                       0.770954   -0.075281                   0.739464   
864                       0.788073   -0.046459                        NaN   
865                       0.759565   -0.142816                        NaN   
866                       0.693142   -0.160105                        NaN   
867                       0.692227   -0.116707                        NaN   
868                       0.728743   -0.104096                        NaN   
869                       0.766517   -0.045793                        NaN   
870                       0.771351   -0.038175                        NaN   
871                       0.766262   -0.152088                        NaN   
872                       0.762420   -0.185849                        NaN   
873                       0.725756   -0.164765                        NaN   
874                       0.778533   -0.149826                        NaN   
875                       0.730546   -0.274000                   0.864982   
876                       0.806300   -0.245569                   0.865183   
877                       0.726584   -0.220827                   0.899164   
878                       0.856448   -0.249477                   0.844568   
879                       0.784852   -0.215105                   0.822704   
880                       0.877888   -0.235396                   0.801724   
881                       0.839832   -0.171062                   0.876682   
882                       0.781591   -0.229209                   0.819989   
883                       0.799463    0.004009                   0.805351   
884                       0.740133   -0.036993                   0.713844   
885                       0.782806   -0.036056                   0.702017   
886                       0.745244   -0.034828                   0.755251   
887                       0.840183   -0.098020                   0.823783   
888                       0.852387   -0.055017                   0.708279   
889                       0.872100   -0.056175                   0.660799   
890                       0.615886   -0.020096                   0.860257   
891                       0.749842    0.053689                   0.798739   
892                       0.620296   -0.011607                   0.909447   
893                       0.583595    0.099646                   0.912947   
894                       0.635457    0.018628                   0.917921   
895                       0.708659    0.021800                   0.922664   
896                       0.627654    0.065733                   0.911273   
897                       0.708332    0.212380                   0.861003   
898                       0.819019    0.172233                   0.849194   
899                       0.792990    0.220653                   0.852550   
900                       0.748508    0.298327                   0.828412   
901                       0.853394    0.234422                   0.854000   
902                       0.821413    0.291247                   0.844244   
903                       0.817757    0.310065                   0.794370   
904                       0.702034    0.259970                   0.836516   
905                       0.381364    0.143901                   0.894462   
906                            NaN    0.090464                   0.849059   
907                       0.506415    0.200504                   0.967839   
908                       0.451444    0.169696                   0.967272   
909                       0.588979    0.003699                   0.919212   
910                       0.635793    0.027182                   0.949651   
911                       0.568463    0.114904                   0.935095   
912                       0.441391    0.012095                   0.775201   
913                       0.561048    0.180851                   0.850647   
914                       0.827399    0.124869                   0.940898   
915                       0.857677    0.117175                   0.925192   
916                       0.889737    0.268795                   0.922078   
917                       0.841190    0.246990                   0.920297   
918                       0.879838         NaN                   0.909894   
919                       0.769072   -0.235777                   0.328158   
920                       0.818781    0.006779                   0.675122   
921                       0.703020   -0.031405                   0.486111   
922                       0.768604         NaN                   0.560424   
923                       0.934050         NaN                        NaN   
924                       0.750525         NaN                        NaN   
925                            NaN         NaN                        NaN   
926                       0.821662    0.081595                        NaN   
927                       0.840967   -0.075156                        NaN   
928                       0.884182   -0.004677                        NaN   
929                       0.867274   -0.104161                        NaN   
930                       0.677572   -0.140118                   0.878633   
931                       0.683523   -0.091322                   0.929055   
932                       0.719029   -0.099744                   0.922627   
933                       0.698920   -0.139841                   0.896227   
934                       0.720051   -0.071627                   0.925794   
935                       0.747808   -0.154570                   0.932497   
936                       0.702732   -0.078886                   0.892037   
937                       0.755037   -0.085081                   0.899560   
938                       0.736290    0.355367                   0.896767   
939                       0.813176    0.199768                   0.857725   
940                       0.813939    0.056209                   0.916923   
941                       0.859390    0.143024                   0.874494   
942                       0.944948    0.266904                   0.907405   
943                       0.920436   -0.002361                   0.884540   
944                       0.934885    0.102866                   0.931318   
945                       0.925082    0.439215                   0.687814   
946                       0.866525    0.478057                   0.580067   
947                       0.886214    0.416207                   0.637409   
948                       0.881634    0.458593                   0.587322   
949                            NaN    0.232109                        NaN   
950                       0.891001    0.073113                   0.591617   
951                       0.906661    0.141146                   0.634240   
952                       0.906153    0.061082                   0.620234   
953                       0.915028    0.141431                   0.747998   
954                       0.640807   -0.229206                   0.937049   
955                       0.700174   -0.166734                   0.923953   
956                       0.630111   -0.203171                   0.926328   
957                       0.437065   -0.180326                   0.942090   
958                       0.564464   -0.002395                   0.934256   
959                       0.563812   -0.037763                   0.894979   
960                       0.630508   -0.072923                   0.836554   
961                       0.670653   -0.043007                   0.803688   
962                       0.656393   -0.077392                   0.808400   
963                       0.685299   -0.156372                   0.867640   
964                       0.699520   -0.154460                   0.798378   
965                       0.608208   -0.212329                   0.798949   
966                       0.697935   -0.193979                   0.789227   
967                       0.820112   -0.077660                   0.808822   
968                       0.703206         NaN                   0.945177   
969                       0.670194    0.069380                   0.901960   
970                       0.524063    0.034625                   0.926726   
971                       0.664734    0.070730                   0.937025   
972                       0.677639    0.072939                   0.949063   
973                       0.657106    0.005815                   0.910561   
974                       0.620627   -0.005738                   0.855778   
975                       0.654868   -0.003850                   0.920828   
976                       0.657208   -0.012232                   0.939358   
977                       0.596750    0.072652                   0.888953   
978                       0.657357    0.031364                   0.853114   
979                       0.604554   -0.074190                   0.910727   
980                       0.607031   -0.065524                   0.906650   
981                       0.447001   -0.081082                   0.890416   
982                       0.618260   -0.086918                   0.767676   
983                       0.729490   -0.098773                   0.742873   
984                       0.756505   -0.144852                   0.796859   
985                       0.716314   -0.130536                   0.914951   
986                       0.790374    0.115221                   0.775735   
987                       0.724083   -0.034547                   0.839668   
988                       0.819005   -0.038288                   0.818430   
989                       0.590451   -0.029854                   0.868966   
990                       0.671431   -0.061490                   0.902673   
991                       0.763476    0.033054                   0.901267   
992                       0.733390   -0.012056                   0.866806   
993                       0.765770    0.049856                   0.867924   
994                       0.705875    0.050612                   0.828469   
995                       0.711519   -0.031701                   0.790556   
996                       0.774545   -0.044114                        NaN   
997                       0.822385   -0.089468                        NaN   
998                       0.778696   -0.019349                   0.673066   
999                       0.780559   -0.101244                   0.645839   
1000                      0.761964   -0.072673                   0.686413   
1001                      0.567255   -0.295096                   0.966879   
1002                      0.589662   -0.281804                   0.966326   
1003                      0.621060   -0.259447                   0.960843   
1004                      0.495956   -0.303204                   0.978800   
1005                      0.519352   -0.274880                   0.962167   
1006                      0.565797   -0.147912                   0.963512   
1007                      0.503027   -0.273212                   0.956959   
1008                      0.555815   -0.236610                   0.936336   
1009                      0.507947   -0.263435                   0.956348   
1010                      0.641470   -0.253632                   0.924174   
1011                      0.614239   -0.266326                   0.949393   
1012                      0.749307   -0.173561                   0.789710   
1013                      0.698945   -0.236668                   0.851745   
1014                      0.780266   -0.251475                   0.782501   
1015                      0.824061   -0.121781                   0.829205   
1016                      0.939102    0.126973                   0.431607   
1017                      0.908303    0.095851                   0.423341   
1018                      0.961831    0.105871                   0.388171   
1019                      0.916521    0.058670                   0.402753   
1020                      0.789655   -0.054244                   0.300812   
1021                      0.937988    0.105852                   0.366287   
1022                      0.932256    0.052100                   0.375390   
1023                      0.882365    0.018698                   0.356336   
1024                      0.902822    0.044103                   0.330174   
1025                      0.883930   -0.021763                   0.385146   
1026                      0.930321   -0.045058                   0.389598   
1027                           NaN   -0.038620                        NaN   
1028                      0.332436   -0.099392                   0.773067   
1029                      0.545556   -0.062000                   0.897100   
1030                      0.487008   -0.054980                   0.853590   
1031                      0.479550   -0.018502                   0.867708   
1032                      0.528805   -0.023182                   0.791056   
1033                      0.544754   -0.040822                   0.860953   
1034                      0.569645   -0.068980                   0.864171   
1035                      0.570348   -0.033295                   0.847261   
1036                      0.551473    0.002596                   0.889146   
1037                      0.549535   -0.012469                   0.719983   
1038                      0.767142    0.200121                   0.676439   
1039                      0.909994    0.202076                   0.691305   
1040                      0.879161    0.175866                   0.688926   
1041                      0.733464    0.098695                   0.852994   
1042                      0.637363    0.169196                   0.885785   
1043                      0.751995    0.078465                   0.856666   
1044                      0.785767    0.061088                   0.824018   
1045                      0.801391    0.058068                   0.834825   
1046                      0.809884    0.065857                   0.823615   
1047                      0.847921    0.024892                   0.734637   
1048                      0.798915    0.072720                   0.765964   
1049                      0.764864    0.003597                   0.680248   
1050                      0.836766    0.201140                   0.739797   
1051                      0.843628    0.089406                   0.799052   
1052                      0.779566    0.044362                   0.883766   
1053                      0.874320   -0.008678                   0.858095   
1054                      0.769191    0.032386                   0.843691   
1055                      0.840359   -0.016248                   0.841505   
1056                      0.848072    0.017118                   0.846618   
1057                      0.791310    0.264115                   0.755383   
1058                      0.808384    0.239343                   0.844815   
1059                      0.674594    0.222314                   0.837892   
1060                      0.874548    0.127355                   0.894131   
1061                      0.915779    0.123324                   0.781944   
1062                      0.854759    0.023998                        NaN   
1063                      0.555076   -0.071815                   0.761046   
1064                      0.494840   -0.012124                   0.917590   
1065                      0.633816    0.008319                   0.819208   
1066                      0.749050   -0.027935                   0.810591   
1067                      0.822848   -0.100806                   0.726062   
1068                      0.704219   -0.088333                   0.786720   
1069                      0.664711   -0.053348                   0.754807   
1070                      0.651514   -0.037456                   0.657931   
1071                      0.633754   -0.067582                   0.800047   
1072                      0.696007   -0.069865                   0.862327   
1073                      0.753213   -0.069479                   0.862655   
1074                      0.737205   -0.033900                   0.793091   
1075                      0.670405   -0.037852                   0.846340   
1076                      0.803180    0.463617                        NaN   
1077                      0.802044    0.286807                        NaN   
1078                      0.881922    0.295860                        NaN   
1079                      0.860690    0.352201                        NaN   
1080                      0.909436    0.410022                        NaN   
1081                      0.903937    0.403982                   0.669645   
1082                      0.912178    0.347029                   0.663886   
1083                      0.916024    0.345397                   0.696495   
1084                      0.923643    0.252825                   0.690495   
1085                      0.927341    0.178772                   0.595200   
1086                      0.923967    0.087192                   0.689411   
1087                      0.930600         NaN                   0.674626   
1088                      0.572888   -0.071880                   0.586451   
1089                      0.593265   -0.017986                   0.840948   
1090                      0.735071    0.039242                   0.848294   
1091                      0.668931    0.055054                   0.727364   
1092                      0.566920    0.051923                   0.746938   
1093                      0.487373   -0.021221                   0.707006   
1094                      0.602800   -0.078656                   0.675554   
1095                      0.468318   -0.054140                   0.589483   
1096                      0.447087    0.055479                   0.715358   
1097                      0.466561   -0.174851                   0.841835   
1098                      0.527447   -0.152978                   0.777314   
1099                      0.466889   -0.111638                   0.710529   
1100                      0.627505   -0.101857                   0.742890   
1101                      0.848194    0.191429                   0.846761   
1102                      0.824230    0.176287                   0.879406   
1103                      0.819176    0.139464                   0.890661   
1104                      0.912308    0.086756                   0.818180   
1105                      0.866928   -0.073091                   0.785250   
1106                      0.893158   -0.052767                   0.810201   
1107                      0.842598   -0.036693                   0.771790   
1108                      0.813745         NaN                   0.764249   
1109                      0.670430   -0.094635                   0.746681   
1110                      0.677477   -0.127599                   0.784898   
1111                      0.682463   -0.075910                   0.764226   
1112                      0.778121   -0.048390                   0.692892   
1113                      0.831368   -0.099408                   0.697580   
1114                      0.787768   -0.092894                   0.633281   
1115                      0.738717   -0.164754                   0.614747   
1116                      0.779133   -0.094295                   0.629851   
1117                      0.719466   -0.151754                   0.707972   
1118                      0.751613   -0.153100                   0.808579   
1119                      0.861405   -0.201577                   0.800893   
1120                      0.816200   -0.179161                   0.808638   
1121                      0.903384   -0.140895                   0.808538   
1122                      0.873347   -0.119390                   0.778166   
1123                      0.554478   -0.164258                   0.926055   
1124                      0.696195   -0.185563                   0.929560   
1125                      0.640617   -0.055608                   0.925664   
1126                      0.550859   -0.098672                   0.925062   
1127                      0.598485   -0.088348                   0.929309   
1128                      0.628023   -0.081683                   0.956644   
1129                      0.602419   -0.049542                   0.955485   
1130                      0.657734   -0.068739                   0.940632   
1131                      0.623186   -0.113153                   0.924807   
1132                      0.595241   -0.089768                   0.943119   
1133                      0.557369   -0.047451                   0.969483   
1134                      0.552825   -0.052941                   0.926334   
1135                      0.823824   -0.084457                   0.928720   
1136                      0.783665   -0.092406                   0.883823   
1137                      0.859083   -0.058279                   0.941439   
1138                      0.781333    0.063611                   0.917813   
1139                      0.484081    0.067774                   0.961714   
1140                      0.630967    0.099294                   0.927568   
1141                      0.700346    0.150968                   0.931159   
1142                      0.688312    0.106601                   0.932386   
1143                      0.748014    0.136145                   0.927854   
1144                      0.752354    0.146183                   0.908597   
1145                      0.685511    0.173100                   0.900218   
1146                      0.759741    0.089747                   0.900452   
1147                      0.674627    0.118658                   0.864952   
1148                      0.695547    0.053941                   0.848502   
1149                      0.710675    0.148912                   0.873167   
1150                      0.718491    0.141357                   0.842828   
1151                      0.512067   -0.133581                   0.814568   
1152                      0.556366   -0.101294                   0.838486   
1153                      0.552104   -0.206273                   0.757207   
1154                      0.546081   -0.225963                   0.762384   
1155                      0.461706   -0.192348                   0.755060   
1156                      0.502265   -0.175839                   0.693372   
1157                      0.502666    0.096592                   0.768466   
1158                      0.583317   -0.143989                   0.781233   
1159                      0.568634   -0.087417                   0.848967   
1160                      0.625906   -0.082894                   0.755680   
1161                      0.626431   -0.051029                   0.768923   
1162                      0.694162   -0.104814                   0.819997   
1163                      0.801855    0.059816                   0.844687   
1164                      0.662900   -0.162347                   0.900453   
1165                      0.578931   -0.218117                   0.875225   
1166                      0.756785   -0.186699                   0.844935   
1167                      0.571630   -0.210398                   0.771112   
1168                      0.712933   -0.227693                   0.841857   
1169                      0.816556   -0.237478                   0.717356   
1170                      0.814258   -0.215847                   0.840502   
1171                      0.773180   -0.234374                   0.843173   
1172                      0.756748   -0.244314                   0.756867   
1173                      0.818995   -0.228578                   0.802740   
1174                      0.684149    0.041025                   0.757999   
1175                      0.643062    0.073758                   0.854016   
1176                      0.514437    0.005720                   0.864335   
1177                      0.639207   -0.024201                   0.718759   
1178                      0.813229    0.088727                   0.631573   
1179                      0.822671   -0.029965                   0.682109   
1180                      0.896622    0.048564                   0.691220   
1181                      0.869810    0.072745                   0.681900   
1182                      0.691094    0.644975                   0.694739   
1183                      0.775448    0.689318                   0.637766   
1184                           NaN    0.698099                   0.591633   
1185                      0.807971    0.687560                   0.633305   
1186                      0.877491    0.679426                   0.607287   
1187                      0.886012    0.650009                   0.618822   
1188                      0.906111    0.490355                   0.646726   
1189                      0.899064    0.561138                   0.681796   
1190                      0.824871    0.470258                   0.646702   
1191                      0.781040   -0.100627                   0.839218   
1192                      0.849355   -0.183334                   0.790228   
1193                      0.810402   -0.190043                   0.831303   
1194                      0.753905   -0.168838                   0.845942   
1195                      0.739035   -0.173687                   0.879071   
1196                      0.665682   -0.103880                   0.810355   
1197                      0.689296         NaN                   0.897137   
1198                      0.413321    0.316552                   0.890811   
1199                      0.617605    0.290567                   0.900029   
1200                      0.616154    0.043605                   0.949702   
1201                      0.519063    0.091644                   0.910802   
1202                      0.524798   -0.009690                   0.934564   
1203                      0.637778    0.070284                   0.883494   
1204                      0.722266    0.150582                   0.877340   
1205                      0.711878    0.120701                   0.840686   
1206                      0.763447    0.227414                   0.823508   
1207                      0.839488    0.168322                   0.817115   
1208                      0.845148    0.133597                   0.770177   
1209                      0.770094    0.122154                   0.741753   
1210                      0.790348    0.166976                   0.711842   
1211                      0.901008         NaN                   0.571342   
1212                      0.896018    0.344347                   0.445437   
1213                      0.883287    0.365200                   0.418940   
1214                      0.921448    0.349346                   0.398592   
1215                      0.925432    0.335668                   0.359396   
1216                      0.877119    0.288119                   0.433754   
1217                      0.918996    0.304530                   0.504530   
1218                      0.910180    0.331311                   0.456948   
1219                      0.903979    0.261447                   0.411822   
1220                      0.907310    0.238664                   0.433304   
1221                      0.920320    0.250440                   0.363134   
1222                      0.919985    0.161489                   0.370558   
1223                      0.885593    0.212534                   0.360068   
1224                      0.934523    0.151298                   0.280605   
1225                      0.932080    0.311503                   0.224220   
1226                      0.878219    0.278680                   0.294616   
1227                      0.893072    0.297726                   0.333751   
1228                      0.917753    0.254364                   0.320748   
1229                      0.934769    0.284323                   0.269330   
1230                      0.901853    0.287335                   0.289298   
1231                      0.944000    0.236998                   0.312236   
1232                      0.931882    0.347953                   0.272609   
1233                      0.941784    0.329437                   0.185889   
1234                      0.926576    0.265629                   0.278271   
1235                      0.942279    0.294139                   0.221887   
1236                      0.949300    0.119827                   0.206580   
1237                      0.912042    0.156747                   0.233831   
1238                      0.918155    0.125260                   0.282768   
1239                      0.745456    0.009666                   0.844391   
1240                      0.835560    0.140392                   0.825799   
1241                      0.790831    0.075514                   0.818949   
1242                      0.746065    0.070269                   0.794487   
1243                      0.791773    0.018256                   0.801729   
1244                      0.778591   -0.019579                   0.760243   
1245                      0.850305    0.017166                   0.643579   
1246                      0.859149    0.039189                   0.636247   
1247                      0.817321    0.104033                   0.698808   
1248                      0.809259    0.077173                   0.727998   
1249                      0.716534    0.039407                   0.731465   
1250                      0.922163    0.010172                   0.672963   
1251                      0.797057    0.009082                   0.712825   
1252                      0.882678    0.029247                   0.621982   
1253                      0.750336    0.076353                   0.754975   
1254                      0.584067   -0.055892                   0.747564   
1255                      0.648728   -0.054815                   0.748753   
1256                      0.880042   -0.008599                   0.483153   
1257                      0.817220   -0.023038                   0.528980   
1258                      0.779515   -0.055358                   0.549093   
1259                      0.734431   -0.063501                   0.777341   
1260                      0.825387   -0.077427                   0.710963   
1261                      0.687634   -0.046317                   0.604728   
1262                      0.728128   -0.032141                   0.702550   
1263                      0.701927   -0.015742                   0.814494   
1264                      0.683558   -0.030251                   0.777660   
1265                      0.790666    0.008891                   0.637167   
1266                      0.831362    0.025960                   0.728855   
1267                      0.649140    0.084854                   0.870749   
1268                      0.635073    0.136394                   0.918392   
1269                      0.584222    0.119033                   0.891890   
1270                      0.536721    0.067498                   0.913196   
1271                      0.565351    0.066604                   0.910719   
1272                      0.651689    0.066321                   0.900431   
1273                      0.621588    0.050551                   0.905309   
1274                      0.680470   -0.035358                   0.926109   
1275                      0.797691    0.043093                   0.904707   
1276                      0.825906    0.124339                   0.834892   
1277                      0.789881   -0.010154                   0.865603   
1278                      0.729367    0.032285                   0.873140   
1279                      0.713062    0.099404                   0.912774   
1280                      0.692568         NaN                   0.854730   
1281                      0.775383         NaN                   0.715356   
1282                      0.829677         NaN                   0.692221   
1283                      0.785353         NaN                   0.659180   
1284                      0.796234         NaN                   0.670191   
1285                      0.797066         NaN                   0.613837   
1286                      0.792735         NaN                   0.640059   
1287                      0.439400    0.079752                   0.869546   
1288                      0.552174   -0.042020                   0.843916   
1289                      0.513184   -0.058499                   0.856453   
1290                      0.607463   -0.087268                   0.865062   
1291                      0.613056   -0.084414                   0.919845   
1292                      0.640953    0.024604                   0.860541   
1293                      0.644741    0.034639                   0.860600   
1294                      0.660319   -0.046562                   0.824179   
1295                      0.706179    0.079814                   0.869719   
1296                      0.752107   -0.058800                   0.855697   
1297                      0.744801   -0.041357                   0.909934   
1298                      0.724710    0.024419                   0.922597   
1299                      0.787285    0.131274                   0.877421   
1300                      0.959533    0.108513                   0.397150   
1301                      0.947289    0.017757                   0.502776   
1302                      0.946566    0.147152                   0.368043   
1303                      0.956316    0.180976                   0.404826   
1304                      0.947621    0.256901                   0.298814   
1305                      0.954352    0.132863                   0.409666   
1306                      0.953017    0.236390                   0.249711   
1307                      0.960429    0.094059                   0.268201   
1308                      0.954044    0.110687                   0.270572   
1309                      0.964561    0.075149                   0.271083   
1310                      0.916293    0.024908                        NaN   
1311                      0.629996         NaN                   0.844436   
1312                      0.395642    0.089101                   0.793795   
1313                      0.335224    0.100367                   0.847683   
1314                      0.387698    0.077099                   0.873649   
1315                      0.364206    0.300377                   0.851656   
1316                      0.375823    0.029676                   0.857178   
1317                      0.366844    0.164880                   0.842025   
1318                      0.447910    0.099550                   0.791835   
1319                      0.543139    0.140499                   0.676928   
1320                      0.586546    0.085402                   0.716641   
1321                      0.634183    0.094836                   0.792530   
1322                      0.712657    0.045268                   0.713928   
1323                      0.772569    0.068940                   0.798842   
1324                      0.684676    0.123729                   0.775998   
1325                      0.546506         NaN                   0.857824   
1326                      0.365296   -0.080295                   0.844180   
1327                      0.357757   -0.069941                   0.753213   
1328                      0.467812   -0.085347                   0.797354   
1329                      0.504262   -0.117258                   0.752415   
1330                      0.521889   -0.127053                   0.750208   
1331                      0.541583   -0.153289                   0.730194   
1332                      0.453903   -0.150118                   0.779646   
1333                      0.657050   -0.146588                   0.804165   
1334                      0.556041   -0.152813                   0.774301   
1335                      0.607669   -0.128925                   0.812465   
1336                      0.631611   -0.162522                   0.830646   
1337                      0.654535         NaN                   0.813780   
1338                      0.653488         NaN                   0.829283   
1339                      0.882047   -0.047107                   0.911756   
1340                      0.640219    0.083109                   0.915287   
1341                      0.707385    0.059698                   0.880651   
1342                      0.721394    0.014429                   0.889424   
1343                      0.754524   -0.008531                   0.879826   
1344                      0.829013    0.008965                   0.839684   
1345                      0.783183   -0.001814                   0.795797   
1346                      0.811338    0.018312                   0.814465   
1347                      0.893915    0.002134                   0.846594   
1348                      0.846669   -0.006958                   0.809943   
1349                      0.884480   -0.102454                   0.836977   
1350                      0.899574   -0.169566                   0.840777   
1351                      0.861448   -0.130710                   0.836931   
1352                      0.882961   -0.198985                   0.868828   
1353                      0.691022    0.066075                   0.840989   
1354                      0.698988    0.132008                   0.929891   
1355                      0.649069    0.056645                   0.891085   
1356                      0.717870    0.027380                   0.857340   
1357                      0.726262    0.076352                   0.779915   
1358                      0.665864    0.190680                   0.755997   
1359                      0.748207    0.199644                   0.773659   
1360                      0.908906    0.045610                   0.902551   
1361                      0.759396   -0.001600                   0.762376   
1362                      0.806125   -0.007562                   0.862888   
1363                      0.853534   -0.070965                   0.756116   
1364                      0.891171    0.003110                   0.809901   
1365                      0.876053    0.028113                   0.881786   
1366                      0.667579   -0.071212                   0.895348   
1367                      0.638497   -0.077587                   0.930641   
1368                      0.637672   -0.067072                   0.896440   
1369                      0.638375   -0.079135                   0.880334   
1370                      0.756706   -0.060438                   0.880594   
1371                      0.772759   -0.123341                   0.823665   
1372                      0.703001   -0.079390                   0.866838   
1373                      0.703041   -0.066112                   0.869899   
1374                      0.722352   -0.136349                   0.877822   
1375                      0.802269   -0.089997                   0.883730   
1376                      0.829844   -0.134056                   0.865920   
1377                      0.826552   -0.154364                   0.895384   
1378                      0.829642   -0.178486                   0.906245   
1379                      0.814806   -0.129736                   0.873602   
1380                      0.828273    0.063402                   0.841299   
1381                      0.851566   -0.021588                   0.880246   
1382                      0.860843    0.082775                   0.816585   
1383                      0.873605    0.003718                   0.804578   
1384                      0.893351    0.033068                   0.812448   
1385                      0.882837    0.072544                   0.782946   
1386                      0.914500    0.052633                   0.771168   
1387                      0.907458    0.021115                   0.756389   
1388                      0.902186   -0.015336                   0.787219   
1389                      0.911534   -0.051160                   0.755192   
1390                      0.907596   -0.071243                   0.791962   
1391                      0.925703   -0.141393                   0.711166   
1392                      0.917808   -0.107958                   0.726483   
1393                      0.909599   -0.082581                   0.748442   
1394                      0.932042   -0.115543                   0.744284   
1395                      0.782473         NaN                   0.982931   
1396                      0.772223   -0.047307                   0.925286   
1397                      0.820649    0.073213                   0.897762   
1398                      0.794900    0.001657                   0.904697   
1399                      0.868149   -0.066878                   0.907953   
1400                      0.811302   -0.026550                   0.887896   
1401                      0.775931   -0.137175                   0.915677   
1402                      0.875357   -0.064226                   0.897742   
1403                      0.793462   -0.093017                   0.810096   
1404                      0.870708   -0.090938                   0.847754   
1405                      0.830843   -0.121764                   0.639480   
1406                      0.870215   -0.254441                   0.720451   
1407                      0.882886   -0.230718                   0.696057   
1408                      0.767429   -0.006559                   0.786874   
1409                      0.882068   -0.178589                   0.880059   
1410                      0.646464   -0.217483                   0.932686   
1411                      0.721036   -0.105990                   0.947879   
1412                      0.875093   -0.173062                   0.961977   
1413                      0.773821   -0.097088                   0.959288   
1414                      0.788033   -0.118447                   0.946257   
1415                      0.846810   -0.126404                   0.941070   
1416                      0.800440   -0.163106                   0.941051   
1417                      0.838069   -0.225286                   0.922192   
1418                      0.905066   -0.175874                   0.880971   
1419                      0.877404   -0.261366                   0.879728   
1420                      0.882351   -0.233855                   0.915166   
1421                      0.913131   -0.238090                   0.867157   
1422                      0.864992    0.234897                   0.183798   
1423                           NaN    0.103687                        NaN   
1424                      0.904687    0.011700                        NaN   
1425                      0.924334    0.161530                        NaN   
1426                           NaN         NaN                        NaN   
1427                      0.800121         NaN                   0.956885   
1428                      0.685748   -0.187757                   0.948707   
1429                      0.605828   -0.196232                   0.966795   
1430                      0.565537   -0.084713                   0.973686   
1431                      0.650402   -0.139793                   0.964043   
1432                      0.644536   -0.111523                   0.959486   
1433                      0.654542   -0.129216                   0.951844   
1434                      0.754236   -0.100443                   0.958325   
1435                      0.795848   -0.141258                   0.961651   
1436                      0.821721   -0.115288                   0.949045   
1437                      0.838587   -0.159790                   0.925658   
1438                      0.845160   -0.217366                   0.921170   
1439                      0.847543   -0.221422                   0.954131   
1440                      0.643388   -0.306562                   0.935102   
1441                      0.592570   -0.283742                   0.933464   
1442                      0.642778   -0.305012                   0.924090   
1443                      0.617115   -0.283383                   0.953602   
1444                      0.613159   -0.296366                   0.936572   
1445                      0.625848   -0.278831                   0.935130   
1446                      0.609104   -0.292616                   0.937518   
1447                      0.661186   -0.289330                   0.933805   
1448                      0.744332   -0.264560                   0.869267   
1449                      0.685455   -0.171061                   0.913418   
1450                      0.713606   -0.181247                   0.925463   
1451                      0.730874   -0.144961                   0.861590   
1452                      0.729282   -0.147142                   0.865312   
1453                      0.714766   -0.115572                   0.847705   
1454                      0.714466   -0.070612                   0.823048   
1455                      0.915481         NaN                   0.298644   
1456                      0.752293    0.017381                   0.286407   
1457                      0.765569   -0.000730                   0.409703   
1458                      0.829036   -0.038671                   0.161475   
1459                      0.835491   -0.011818                   0.081325   
1460                      0.904272   -0.027710                   0.117165   
1461                      0.894025   -0.022729                   0.078000   
1462                      0.907892    0.025019                   0.094604   
1463                      0.910736    0.025147                   0.158601   
1464                      0.908115    0.051390                   0.213757   
1465                      0.924232    0.056992                   0.163810   
1466                      0.868999    0.064066                   0.167971   
1467                           NaN         NaN                   0.505149   
1468                      0.622070    0.004603                        NaN   
1469                      0.531812   -0.021993                   0.507919   
1470                      0.639406   -0.109878                   0.445132   
1471                      0.677777   -0.032633                        NaN   
1472                      0.603456   -0.141886                        NaN   
1473                      0.560455   -0.119506                        NaN   
1474                      0.661042   -0.081083                        NaN   
1475                      0.762252   -0.072554                        NaN   
1476                      0.820207   -0.044803                        NaN   
1477                      0.774268   -0.132316                        NaN   
1478                      0.814142   -0.131142                        NaN   
1479                      0.854922   -0.192266                        NaN   
1480                      0.891087   -0.146843                        NaN   
1481                      0.884220   -0.110532                        NaN   
1482                      0.735724   -0.050643                   0.805329   
1483                      0.698005   -0.002132                   0.826684   
1484                      0.611876   -0.030309                   0.879248   
1485                      0.556838   -0.036257                   0.918035   
1486                      0.777263   -0.077270                   0.850535   
1487                      0.640890   -0.160456                   0.869894   
1488                      0.668252   -0.035587                   0.851880   
1489                      0.635540   -0.051867                   0.836612   
1490                      0.692353   -0.045290                   0.699660   
1491                      0.719533   -0.111103                   0.765490   
1492                      0.743730   -0.085590                   0.794354   
1493                      0.686937   -0.043522                   0.825242   
1494                      0.629223   -0.073627                   0.804779   
1495                      0.758842   -0.018804                   0.795673   
1496                      0.452781   -0.165310                   0.904950   
1497                      0.372881   -0.177623                   0.960978   
1498                      0.462647   -0.170204                   0.965472   
1499                      0.440458   -0.184845                   0.976917   
1500                      0.460575   -0.130401                   0.951668   
1501                      0.532840   -0.099876                   0.908122   
1502                      0.531597    0.071945                   0.911732   
1503                      0.545892   -0.062090                   0.859358   
1504                      0.614371   -0.067876                   0.889765   
1505                      0.684846   -0.077480                   0.851458   
1506                      0.739892   -0.099542                   0.863724   
1507                      0.752505   -0.039932                   0.813142   
1508                      0.843480    0.149401                   0.824472   
1509                      0.679001    0.100581                   0.836166   
1510                      0.720373    0.247709                   0.830483   
1511                      0.716396    0.148013                   0.924901   
1512                      0.726269    0.011958                   0.910441   
1513                      0.769738    0.004522                   0.854647   
1514                      0.719511   -0.071460                   0.855863   
1515                      0.681498    0.033515                   0.786132   
1516                      0.624296    0.050446                   0.824828   
1517                      0.681202    0.106073                   0.863265   
1518                      0.710614    0.079156                   0.848398   
1519                      0.716484    0.095275                   0.855733   
1520                      0.717770    0.074056                   0.873861   
1521                      0.756874    0.138254                        NaN   
1522                      0.866892    0.293302                   0.063615   
1523                      0.660659    0.045723                   0.065775   
1524                      0.776382   -0.074926                   0.035198   
1525                      0.846185   -0.018003                   0.060282   
1526                      0.821816   -0.148674                   0.098924   
1527                      0.827103    0.114949                   0.242398   
1528                      0.834888    0.154080                   0.132603   
1529                      0.886891    0.149670                   0.098944   
1530                      0.903736    0.142908                   0.047311   
1531                      0.926128    0.135582                   0.161791   
1532                      0.916078   -0.065856                   0.096563   
1533                      0.938042    0.027230                   0.069620   
1534                      0.542480   -0.049709                   0.945731   
1535                      0.635758   -0.101165                   0.907136   
1536                      0.727163    0.010069                   0.907132   
1537                      0.620004   -0.028052                   0.906532   
1538                      0.597936   -0.050910                   0.914540   
1539                      0.634792   -0.125638                   0.913870   
1540                      0.587158   -0.127852                   0.927545   
1541                      0.700099   -0.060632                   0.916609   
1542                      0.714225   -0.054508                   0.920423   
1543                      0.757634   -0.167398                   0.909945   
1544                      0.771122   -0.129015                   0.925847   
1545                      0.761897   -0.074874                   0.900534   
1546                      0.935824    0.042652                   0.707798   
1547                      0.895957   -0.018933                   0.803634   
1548                      0.895522    0.029250                   0.844791   
1549                      0.907441   -0.025104                   0.893134   
1550                      0.904386   -0.019661                   0.890754   
1551                      0.890060    0.035709                   0.917840   
1552                      0.887748    0.052348                   0.909118   
1553                      0.896007    0.007825                   0.892198   
1554                      0.903551   -0.054714                   0.838474   
1555                      0.920863   -0.025006                   0.828795   
1556                      0.942046   -0.118911                   0.839253   
1557                      0.945431   -0.101692                   0.785442   
1558                      0.958443   -0.081357                   0.796557   
1559                      0.873879         NaN                   0.456470   
1560                      0.967869         NaN                   0.410236   
1561                      0.917323         NaN                   0.440802   
1562                      0.746304         NaN                   0.513372   
1563                      0.820182         NaN                   0.471094   
1564                      0.858104         NaN                   0.357341   
1565                      0.758219         NaN                   0.333832   
1566                      0.648763   -0.083790                        NaN   
1567                      0.689988   -0.157790                   0.858651   
1568                      0.748846   -0.095482                   0.865791   
1569                      0.739410   -0.153862                   0.904342   
1570                      0.738906   -0.202231                   0.790629   
1571                      0.835448   -0.154246                   0.819182   
1572                      0.590145   -0.162909                   0.838217   
1573                      0.714169   -0.076853                   0.799543   
1574                      0.794031   -0.116906                   0.820258   
1575                      0.862449   -0.127049                   0.852695   
1576                      0.774136   -0.070200                   0.812859   
1577                      0.787428   -0.128618                   0.864782   
1578                      0.752731   -0.050273                   0.841193   
1579                      0.738339   -0.133970                   0.819824   
1580                      0.756946   -0.014951                   0.912407   
1581                      0.715242   -0.052023                   0.798615   
1582                      0.655828   -0.059288                   0.802753   
1583                      0.523679   -0.102214                   0.770960   
1584                      0.600166   -0.095942                   0.787497   
1585                      0.676653   -0.033234                   0.751621   
1586                      0.682356   -0.048490                   0.827301   
1587                      0.618398         NaN                   0.843719   
1588                      0.641884   -0.049806                   0.831863   
1589                      0.623194   -0.042916                   0.834068   
1590                      0.615849   -0.035574                   0.840722   
1591                      0.590956    0.026376                   0.861816   
1592                      0.538114    0.014370                   0.850690   
1593                      0.600162   -0.088885                   0.796826   
1594                      0.706032   -0.055295                   0.717696   
1595                      0.711480   -0.105868                   0.664694   
1596                      0.567259         NaN                   0.741541   
1597                      0.511631         NaN                   0.709606   
1598                      0.439919         NaN                   0.785318   
1599                      0.456011         NaN                   0.761270   
1600                      0.916165         NaN                   0.777272   
1601                      0.782082   -0.093424                   0.783718   
1602                      0.833786   -0.149568                   0.683210   
1603                      0.748515   -0.127339                   0.797705   
1604                      0.796496   -0.137998                   0.839746   
1605                      0.818651   -0.121754                   0.845543   
1606                      0.754586   -0.059431                   0.843593   
1607                      0.759356   -0.101454                   0.915823   
1608                      0.738472   -0.028166                   0.853888   
1609                      0.732000   -0.072339                   0.821665   
1610                      0.768174   -0.048091                   0.818559   
1611                      0.755561   -0.032063                   0.791269   
1612                      0.722251   -0.074976                   0.776504   
1613                      0.777967   -0.048639                   0.730338   
1614                      0.783257   -0.120613                   0.729977   
1615                      0.723848    0.062403                   0.837785   
1616                      0.735853    0.109853                   0.846718   
1617                      0.833836    0.162589                   0.861397   
1618                      0.798871    0.306048                   0.689926   
1619                      0.738209    0.258537                   0.769478   
1620                      0.822637    0.144856                   0.760301   
1621                      0.800397    0.160591                   0.822879   
1622                      0.834020    0.268219                   0.842014   
1623                      0.867936    0.299043                   0.790627   
1624                      0.902075    0.319147                   0.859471   
1625                      0.827077    0.093778                   0.844210   
1626                      0.858874    0.106040                   0.855908   
1627                      0.824277    0.051187                   0.863342   
1628                      0.709979    0.076804                   0.701229   
1629                      0.648155   -0.040054                   0.736897   
1630                      0.582539   -0.024156                   0.662519   
1631                      0.411948   -0.055609                   0.733679   
1632                      0.390096   -0.063395                   0.793785   
1633                      0.885488   -0.077173                   0.751283   
1634                      0.607157   -0.066733                   0.917250   
1635                      0.709974   -0.178416                   0.692341   
1636                      0.596682   -0.190738                   0.723508   
1637                      0.964395         NaN                        NaN   
1638                      0.909962    0.146358                   0.289332   
1639                      0.911609    0.125246                   0.313961   
1640                      0.864005    0.220528                   0.292112   
1641                      0.904700    0.141384                   0.253087   
1642                      0.941115    0.161460                   0.268513   
1643                      0.944382    0.131922                   0.253543   
1644                      0.935911    0.158880                   0.324482   
1645                      0.945273    0.201714                   0.250390   
1646                      0.935072    0.211176                   0.231964   
1647                      0.918036    0.145734                   0.246182   
1648                      0.934582    0.170274                   0.239367   
1649                      0.941725    0.076688                   0.262797   
1650                      0.941515    0.091022                   0.250088   
1651                      0.951182    0.090818                   0.203440   
1652                      0.918958    0.290456                   0.407931   
1653                      0.891277    0.125042                   0.342427   
1654                      0.945428    0.138619                   0.323241   
1655                      0.949401    0.060122                   0.283090   
1656                      0.927802    0.108924                   0.209534   
1657                      0.933947    0.088443                   0.301563   
1658                      0.924997    0.179773                   0.316183   
1659                      0.926415    0.100956                   0.301260   
1660                      0.913167    0.036215                   0.293701   
1661                      0.917343   -0.063502                   0.280367   
1662                      0.660753    0.121619                   0.680204   
1663                      0.748259    0.081666                   0.687760   
1664                      0.647048    0.007883                   0.743094   
1665                      0.530433    0.130682                   0.740586   
1666                      0.466771    0.315987                   0.672964   
1667                      0.454883    0.225454                   0.663431   
1668                      0.448271    0.044835                   0.685237   
1669                      0.629910   -0.029827                   0.845850   
1670                      0.641715   -0.016732                   0.784832   
1671                      0.676587    0.004753                   0.821365   
1672                      0.761488    0.035270                   0.754584   
1673                      0.698195    0.021749                   0.802829   
1674                      0.690071    0.001518                   0.841232   
1675                      0.692900    0.091989                   0.865741   
1676                      0.700810    0.018658                   0.857195   
1677                      0.718925   -0.048804                   0.810521   
1678                      0.759655   -0.070494                   0.742780   
1679                      0.741033         NaN                   0.735971   
1680                      0.814484         NaN                   0.718112   
1681                      0.798835         NaN                   0.710567   
1682                      0.701760   -0.088468                   0.768155   
1683                      0.818355    0.000432                   0.658520   
1684                      0.815955    0.017623                   0.723377   
1685                      0.743787    0.000688                   0.791704   
1686                      0.784496    0.061829                   0.678528   
1687                      0.776180   -0.118868                   0.672199   
1688                      0.749035   -0.072731                   0.717098   
1689                      0.693120    0.063402                   0.764237   
1690                      0.852732    0.001544                   0.698431   
1691                      0.846542    0.022057                   0.741690   
1692                      0.703027    0.009666                   0.631888   
1693                      0.832002    0.124276                   0.718337   
1694                           NaN   -0.064819                   0.577946   
1695                           NaN   -0.044561                   0.490029   
1696                           NaN   -0.040467                   0.549786   
1697                      0.786859   -0.027226                   0.649105   
1698                      0.715832   -0.012852                   0.706752   
1699                      0.562212    0.255817                   0.930032   
1700                      0.606549    0.308352                   0.902627   
1701                      0.597122    0.138955                   0.866264   
1702                      0.736030   -0.046155                   0.816376   
1703                      0.577453    0.213284                   0.886998   
1704                      0.654182    0.054437                   0.859006   
1705                      0.654125    0.110466                   0.877886   
1706                      0.758685    0.148695                   0.906423   
1707                      0.775485    0.178778                   0.739247   
1708                      0.800496    0.115518                   0.653606   
1709                      0.807142    0.153193                   0.611534   
1710                      0.850133    0.100390                   0.589294   
1711                      0.830343    0.295272                   0.520632   
1712                      0.863195    0.331460                   0.934745   
1713                      0.870159    0.390946                   0.897753   
1714                      0.867834    0.425482                   0.933373   
1715                      0.868224    0.524908                   0.903822   
1716                      0.859636    0.535985                   0.916693   
1717                      0.926882    0.400159                   0.923196   
1718                      0.846933    0.379859                   0.908612   
1719                      0.781082    0.456227                   0.925430   
1720                      0.899846    0.552521                   0.919834   
1721                      0.884917    0.315948                   0.913651   
1722                      0.924146    0.355719                   0.877978   
1723                      0.922897    0.212491                   0.883817   
1724                      0.904828    0.258844                   0.906596   
1725                      0.898245    0.308830                   0.877040   
1726                      0.840463    0.273056                   0.918340   
1727                      0.628228   -0.006546                   0.849972   
1728                      0.286814   -0.054630                   0.931986   
1729                      0.584088   -0.069823                   0.832004   
1730                      0.663193   -0.084710                   0.795342   
1731                      0.771577   -0.068682                   0.733262   
1732                      0.730287   -0.006936                   0.815044   
1733                      0.716694   -0.042179                   0.725520   
1734                      0.611966   -0.006869                   0.808538   
1735                      0.617420    0.064775                   0.736675   
1736                      0.840089    0.141430                   0.917428   
1737                      0.838140    0.086612                   0.958828   
1738                      0.775392    0.077540                   0.899957   
1739                      0.846941    0.127746                   0.947674   
1740                      0.859140    0.014855                   0.911336   
1741                      0.781496   -0.118570                   0.722211   
1742                      0.623593   -0.135169                   0.732379   
1743                      0.603124   -0.198725                   0.912657   
1744                      0.567737   -0.176225                   0.899453   
1745                      0.536288   -0.206911                   0.886027   
1746                      0.588934   -0.231928                   0.783134   
1747                      0.711373   -0.226031                   0.814825   
1748                      0.614438   -0.164950                   0.810746   
1749                      0.477957   -0.218600                   0.868827   
1750                      0.649680   -0.191059                   0.840117   
1751                      0.659332   -0.208865                   0.888905   
1752                      0.667758   -0.201814                   0.877354   
1753                      0.623115         NaN                   0.876999   
1754                      0.459312   -0.178247                   0.799733   
1755                      0.415498   -0.188817                   0.785391   
1756                      0.455817   -0.227120                   0.852887   
1757                      0.514920   -0.187196                   0.810896   
1758                      0.445607   -0.241874                   0.648596   
1759                      0.470903   -0.215605                   0.701850   
1760                      0.540723   -0.229339                   0.698065   
1761                      0.649196   -0.023702                   0.764014   
1762                      0.653197   -0.016286                   0.806076   
1763                      0.644147   -0.065029                   0.763707   
1764                      0.644434   -0.237211                   0.670911   
1765                      0.528629   -0.175576                   0.804879   
1766                      0.631084   -0.135583                   0.760442   
1767                      0.510386   -0.110889                   0.774417   
1768                           NaN   -0.101684                        NaN   
1769                           NaN    0.018397                        NaN   
1770                      0.785563   -0.122812                        NaN   
1771                      0.704529   -0.071448                        NaN   
1772                      0.804678    0.031971                        NaN   
1773                      0.701358    0.092775                        NaN   
1774                      0.748504    0.004624                        NaN   
1775                      0.720399    0.066041                        NaN   
1776                      0.857774    0.259659                        NaN   
1777                      0.891527    0.284881                        NaN   
1778                      0.746723   -0.041043                   0.806589   
1779                      0.707961   -0.000834                   0.880529   
1780                      0.577934   -0.054836                   0.848459   
1781                      0.760231   -0.037409                   0.840423   
1782                      0.800667   -0.014679                   0.854992   
1783                      0.732974    0.031504                   0.830124   
1784                      0.649463    0.081127                   0.837546   
1785                      0.763021    0.052719                   0.820481   
1786                      0.834174    0.009276                   0.897995   
1787                      0.757835    0.135057                   0.872740   
1788                      0.739410    0.131759                   0.811070   
1789                      0.772344    0.059689                   0.815770   
1790                      0.728513    0.078885                   0.856106   
1791                      0.704377    0.138821                   0.825613   
1792                      0.687482    0.147118                   0.877587   
1793                      0.623814   -0.257109                   0.929431   
1794                      0.493922   -0.240675                   0.967940   
1795                      0.486627   -0.264713                   0.929175   
1796                      0.460348   -0.241401                   0.962244   
1797                      0.483833   -0.188660                   0.953752   
1798                      0.578669   -0.227612                   0.932535   
1799                      0.563650   -0.223113                   0.896237   
1800                      0.568716   -0.216286                   0.937324   
1801                      0.533267    0.083829                   0.926789   
1802                      0.430592   -0.033402                   0.952473   
1803                      0.502542    0.010513                   0.891075   
1804                      0.598876   -0.002278                   0.936764   
1805                      0.663055   -0.074371                   0.942961   
1806                      0.715312   -0.081017                   0.885005   
1807                      0.784273    0.126344                   0.945669   
1808                      0.897557   -0.032504                   0.203359   
1809                      0.848822    0.019040                   0.338876   
1810                      0.877751    0.056747                   0.355116   
1811                      0.889463    0.071289                        NaN   
1812                      0.919793         NaN                        NaN   
1813                      0.935979         NaN                        NaN   
1814                           NaN         NaN                        NaN   
1815                      0.915036    0.201111                        NaN   
1816                      0.949120    0.131059                        NaN   
1817                      0.962017    0.215843                        NaN   
1818                      0.943664    0.053972                        NaN   
1819                      0.911420    0.128725                        NaN   
1820                      0.942162    0.060020                        NaN   
1821                      0.922355         NaN                   0.398457   
1822                      0.838332    0.336252                   0.498093   
1823                      0.759144    0.331124                   0.547769   
1824                      0.816229    0.341457                   0.558927   
1825                      0.841307    0.403173                   0.586813   
1826                      0.899774    0.336042                   0.437595   
1827                      0.888970    0.371288                   0.425170   
1828                      0.905278    0.346288                   0.568043   
1829                      0.857040    0.354738                   0.484118   
1830                      0.832926    0.300105                   0.456134   
1831                      0.821192    0.250308                   0.458313   
1832                      0.812733    0.291236                   0.418611   
1833                      0.837508    0.226284                   0.404276   
1834                      0.854040    0.270557                   0.485092   
1835                      0.884624    0.202508                   0.490204   
1836                      0.911496         NaN                   0.600309   
1837                      0.871904    0.197084                   0.633035   
1838                      0.877956    0.254692                   0.668495   
1839                      0.830684    0.200643                   0.665394   
1840                      0.828044    0.243921                   0.689583   
1841                      0.863202    0.160684                   0.696926   
1842                      0.822662    0.214699                   0.710034   
1843                      0.792256    0.273915                   0.746894   
1844                      0.866077    0.221340                   0.702267   
1845                      0.848753    0.219460                   0.697543   
1846                      0.757893    0.144048                   0.738920   
1847                      0.868497    0.197317                   0.681191   
1848                      0.824607    0.116116                   0.709928   
1849                      0.836139    0.144299                   0.706716   
1850                      0.850447    0.034103                   0.678125   
1851                      0.806579   -0.112544                   0.476627   
1852                      0.786249   -0.165002                   0.614029   
1853                      0.807930   -0.142880                   0.596767   
1854                      0.825049   -0.118288                   0.543948   
1855                      0.832241   -0.158050                   0.471376   
1856                      0.851442   -0.080015                   0.556286   
1857                      0.870590    0.067105                   0.615350   
1858                      0.888278   -0.043126                   0.585632   
1859                      0.904333   -0.072777                   0.533495   
1860                      0.916880   -0.032266                   0.673476   
1861                      0.886372   -0.071944                   0.676213   
1862                      0.897852   -0.091392                   0.626582   
1863                      0.876211   -0.097156                   0.682916   
1864                      0.902679   -0.095303                   0.599400   
1865                      0.907762   -0.083987                   0.491008   
1866                      0.784301   -0.115492                   0.608808   
1867                      0.831269   -0.023097                        NaN   
1868                           NaN    0.013131                   0.610258   
1869                           NaN   -0.030090                   0.518720   
1870                      0.934133    0.042083                   0.521862   
1871                      0.913550   -0.037380                   0.463375   
1872                      0.949540   -0.034047                   0.433932   
1873                      0.954481    0.061329                   0.536461   
1874                      0.979937    0.374668                   0.470917   
1875                      0.983803    0.208193                        NaN   
1876                      0.985178    0.122524                   0.464642   
1877                      0.969898    0.317585                   0.520360   
1878                      0.970295    0.304298                   0.511197   
1879                      0.838198         NaN                   0.719800   
1880                      0.798281   -0.031057                   0.646171   
1881                      0.678401   -0.225003                   0.776103   
1882                      0.676886   -0.116365                   0.827594   
1883                      0.768257   -0.154883                   0.754269   
1884                      0.766335   -0.226387                   0.771539   
1885                      0.804109   -0.192730                   0.743374   
1886                      0.641965   -0.219742                   0.837300   
1887                      0.569962   -0.198841                   0.826535   
1888                      0.512159   -0.116937                   0.813097   
1889                      0.457602   -0.154931                   0.890125   
1890                      0.635505   -0.168757                   0.843969   
1891                      0.610855         NaN                   0.827560   
1892                      0.625526         NaN                   0.839340   
1893                      0.611815         NaN                   0.811319   
1894                      0.885792    0.014574                        NaN   
1895                      0.917836    0.089205                   0.753934   
1896                      0.888625    0.200575                   0.789238   
1897                      0.834134   -0.061870                   0.837870   
1898                      0.831494   -0.005769                   0.742637   
1899                      0.818404    0.104993                   0.742162   
1900                      0.856053   -0.110290                   0.814885   
1901                      0.919607   -0.027052                   0.771246   
1902                           NaN    0.000040                        NaN   
1903                           NaN    0.085506                        NaN   
1904                      0.894351   -0.089814                   0.799240   
1905                           NaN         NaN                        NaN   
1906                      0.909260   -0.040764                   0.808423   
1907                      0.952469   -0.125531                   0.787889   
1908                      0.672685    0.011009                        NaN   
1909                      0.644229   -0.052247                   0.832427   
1910                      0.659284   -0.104334                   0.853403   
1911                      0.638211   -0.173486                   0.753882   
1912                      0.705815   -0.170729                   0.793233   
1913                      0.542547   -0.179008                   0.885197   
1914                      0.663909   -0.157303                   0.885429   
1915                      0.609981   -0.139383                   0.829098   
1916                      0.532964   -0.150821                        NaN   
1917                      0.595191   -0.146712                        NaN   
1918                      0.552726         NaN                   0.792587   
1919                      0.651308         NaN                   0.798228   
1920                      0.720972   -0.005999                   0.785281   
1921                      0.682005   -0.066975                   0.947914   
1922                      0.716994    0.055702                   0.890299   
1923                      0.696183   -0.095979                   0.916553   
1924                      0.662850    0.002801                   0.882150   
1925                      0.787760    0.007661                   0.806394   
1926                      0.769912   -0.104419                   0.732268   
1927                      0.811825   -0.010734                   0.808841   
1928                      0.758654   -0.038819                   0.871020   
1929                      0.811575    0.122350                   0.770644   
1930                      0.823169    0.140323                   0.739541   
1931                      0.790626    0.048121                   0.810731   
1932                      0.811040    0.077462                   0.831956   
1933                      0.750422    0.056029                   0.809750   
1934                      0.431110   -0.076397                   0.904757   
1935                      0.455957   -0.082092                   0.946287   
1936                      0.343556   -0.089681                   0.963846   
1937                      0.411089   -0.077691                   0.930818   
1938                      0.664718   -0.092813                   0.828361   
1939                      0.632978   -0.087876                   0.829800   
1940                      0.469531   -0.102505                   0.858691   
1941                      0.575884   -0.104101                   0.830937   
1942                      0.642034   -0.073880                   0.820217   
1943                      0.667193   -0.123171                   0.810457   
1944                      0.732971   -0.094634                   0.723612   
1945                      0.752826   -0.097645                   0.751208   
1946                      0.762675   -0.068427                   0.844209   
1947                      0.631908   -0.063791                   0.830652   
1948                      0.643303   -0.008696                   0.788523   

      Positive affect  Negative affect  
0            0.517637         0.258195  
1            0.583926         0.237092  
2            0.618265         0.275324  
3            0.611387         0.267175  
4            0.710385         0.267919  
5            0.620585         0.273328  
6            0.531691         0.374861  
7            0.553553         0.339276  
8            0.564953         0.348332  
9            0.496349         0.371326  
10           0.424125         0.404904  
11           0.351387         0.502474  
12           0.552678         0.246335  
13           0.640024         0.279257  
14           0.647908         0.300060  
15           0.627659         0.256577  
16           0.606636         0.271393  
17           0.633609         0.338379  
18           0.684911         0.334543  
19           0.688370         0.350427  
20           0.675244         0.321706  
21           0.669241         0.333884  
22           0.713300         0.318997  
23           0.681080         0.273827  
24           0.678661         0.265066  
25                NaN              NaN  
26           0.550203         0.254897  
27           0.604023         0.229716  
28           0.625905         0.176866  
29           0.660510         0.377112  
30           0.641980         0.288710  
31           0.591043         0.292946  
32           0.584944         0.215198  
33           0.658647         0.361063  
34           0.557908         0.304890  
35           0.658284         0.370875  
36           0.578517         0.367864  
37           0.824682         0.328230  
38           0.827920         0.279008  
39           0.823409         0.318222  
40           0.863786         0.236901  
41           0.846136         0.210975  
42           0.840048         0.231855  
43           0.856516         0.272219  
44           0.842479         0.254205  
45           0.857124         0.237913  
46           0.858544         0.305355  
47           0.841907         0.311646  
48           0.809423         0.291717  
49           0.820310         0.320502  
50           0.825965         0.319055  
51           0.763524         0.342497  
52           0.494121         0.469419  
53           0.507101         0.411717  
54           0.520710         0.384892  
55           0.542872         0.411280  
56           0.509669         0.426496  
57           0.474549         0.459074  
58           0.517863         0.463855  
59           0.562174         0.449950  
60           0.580960         0.403984  
61           0.594143         0.437948  
62           0.593600         0.437228  
63           0.625014         0.437149  
64           0.581488         0.454840  
65           0.598238         0.430463  
66           0.842648         0.238012  
67           0.826251         0.215351  
68           0.826391         0.218427  
69           0.834236         0.220073  
70           0.815860         0.195324  
71           0.810742         0.214397  
72           0.818835         0.177142  
73           0.775210         0.245304  
74           0.790050         0.209637  
75           0.790868         0.236086  
76           0.780079         0.225361  
77           0.759019         0.187456  
78           0.770044         0.202190  
79           0.769182         0.205078  
80           0.823105         0.173812  
81           0.832170         0.173195  
82           0.814719         0.155793  
83           0.789471         0.145238  
84           0.822248         0.156675  
85           0.787313         0.162603  
86           0.779693         0.170150  
87           0.798263         0.164469  
88           0.755903         0.197424  
89           0.747569         0.180269  
90           0.752350         0.226059  
91           0.774459         0.205170  
92           0.769317         0.206500  
93           0.511688         0.275695  
94           0.520544         0.284357  
95           0.577820         0.226795  
96           0.543640         0.233942  
97           0.526931         0.271873  
98           0.535805         0.258117  
99           0.553869         0.266093  
100          0.618874         0.242455  
101          0.597627         0.219982  
102          0.606569         0.206114  
103          0.597593         0.191117  
104          0.592359         0.198319  
105          0.592575         0.191392  
106          0.642547         0.163920  
107          0.763664         0.421889  
108          0.684588         0.422671  
109          0.543588         0.513719  
110          0.589015         0.380815  
111          0.768383         0.306209  
112               NaN              NaN  
113          0.715543         0.302972  
114          0.787187         0.283466  
115          0.813571         0.289760  
116          0.761623         0.317106  
117          0.789795         0.296835  
118          0.599945         0.320793  
119          0.634599         0.313138  
120          0.725387         0.231861  
121          0.670300         0.223254  
122          0.628580         0.292425  
123          0.684994         0.234982  
124          0.713508         0.183245  
125          0.619046         0.246053  
126               NaN         0.230678  
127          0.634508         0.225754  
128          0.559939         0.235022  
129          0.568827         0.213506  
130          0.541345         0.361238  
131          0.537235         0.369472  
132          0.582381         0.331709  
133          0.605487         0.269400  
134          0.595992         0.234981  
135               NaN         0.245659  
136          0.565597         0.223292  
137          0.566530         0.208272  
138          0.520890         0.249455  
139          0.523195         0.180765  
140          0.608714         0.206220  
141          0.618929         0.208536  
142          0.583727         0.184310  
143          0.553870         0.182106  
144          0.540906         0.232768  
145          0.450333         0.235729  
146          0.590851         0.189821  
147          0.796279         0.260380  
148          0.813477         0.217604  
149          0.813123         0.241798  
150          0.828259         0.240364  
151          0.834545         0.225056  
152          0.820486         0.238277  
153          0.797417         0.217139  
154          0.797634         0.251557  
155          0.805178         0.239959  
156          0.764590         0.259653  
157          0.786368         0.233598  
158          0.749563         0.250297  
159          0.733456         0.243631  
160          0.646510         0.260189  
161          0.758783         0.250596  
162          0.754977         0.281604  
163          0.587210         0.309100  
164          0.583623         0.302546  
165          0.625820         0.218678  
166          0.582524         0.230665  
167          0.702019         0.216339  
168          0.589645         0.273385  
169          0.592222         0.373397  
170          0.608237         0.455768  
171          0.614722         0.457920  
172          0.646655         0.467872  
173          0.658774         0.441399  
174          0.608585         0.304512  
175          0.778723         0.217350  
176          0.858864         0.324098  
177          0.809641         0.311589  
178          0.739243         0.431945  
179          0.771075         0.387786  
180          0.780654         0.392080  
181          0.796764         0.372369  
182          0.766100         0.349597  
183          0.760786         0.361486  
184          0.782481         0.408880  
185          0.759099         0.410302  
186          0.808609         0.398219  
187          0.785768         0.392903  
188          0.783009         0.376412  
189          0.698195         0.433944  
190          0.741973         0.387469  
191          0.751408         0.419328  
192          0.789818         0.381791  
193          0.612804         0.296466  
194          0.571649         0.390204  
195          0.516695         0.409213  
196          0.596073         0.325735  
197          0.547963         0.338241  
198          0.543630         0.314516  
199          0.531436         0.262175  
200          0.533987         0.286234  
201          0.640764         0.304080  
202          0.597342         0.270746  
203          0.642940         0.277365  
204          0.632990         0.238069  
205          0.644237         0.325412  
206          0.688109         0.225759  
207          0.731180         0.217886  
208          0.690273         0.172184  
209          0.739315         0.159783  
210          0.773364         0.171257  
211          0.697809         0.243771  
212          0.674190         0.245051  
213          0.746204         0.261428  
214          0.685667         0.251837  
215          0.656396         0.276253  
216          0.729643         0.267084  
217          0.711796         0.272722  
218          0.818337         0.301780  
219          0.858976         0.299223  
220          0.820272         0.265486  
221          0.832505         0.274103  
222          0.816655         0.249881  
223          0.807467         0.267524  
224          0.754625         0.349759  
225          0.817662         0.275668  
226          0.788230         0.273541  
227          0.755194         0.324699  
228          0.763112         0.302084  
229          0.715945         0.307717  
230          0.749728         0.349656  
231          0.760846         0.337051  
232          0.692024         0.389139  
233          0.594433         0.226256  
234          0.545824         0.237594  
235          0.533738         0.270931  
236          0.573091         0.236633  
237          0.622750         0.278313  
238          0.627810         0.235594  
239          0.642794         0.214224  
240          0.621855         0.171700  
241          0.614217         0.188637  
242          0.639022         0.189091  
243          0.662825         0.199888  
244          0.705835         0.221351  
245          0.716253         0.265572  
246          0.650698         0.280695  
247          0.523474         0.303892  
248          0.590039         0.216673  
249          0.578625         0.204736  
250          0.544851         0.299723  
251          0.629771         0.286766  
252          0.613732         0.255644  
253          0.579356         0.359288  
254          0.616067         0.337300  
255          0.585172         0.353821  
256          0.710884         0.342866  
257          0.690926         0.364775  
258          0.439698         0.252771  
259          0.640622         0.163643  
260          0.688907         0.190345  
261          0.655664         0.251095  
262          0.666442         0.362767  
263          0.718541         0.341023  
264               NaN         0.320335  
265          0.739183         0.335324  
266          0.796208         0.187687  
267          0.774445         0.421966  
268          0.799231         0.307869  
269          0.820461         0.351859  
270          0.791689         0.440312  
271          0.783240         0.481934  
272          0.812530         0.399103  
273          0.838552         0.398200  
274          0.798617         0.408284  
275          0.844593         0.414346  
276          0.844354         0.389586  
277          0.877954         0.389852  
278          0.605588         0.270874  
279          0.634789         0.248631  
280          0.600211         0.312485  
281          0.593139         0.249822  
282          0.606357         0.273786  
283          0.597826         0.271676  
284          0.617999         0.284448  
285          0.681132         0.268199  
286          0.622733         0.216040  
287          0.650875         0.346430  
288          0.661523         0.367093  
289          0.632339         0.377499  
290          0.642437         0.355642  
291          0.629451         0.326395  
292          0.629615         0.386479  
293          0.838544         0.233278  
294          0.871604         0.256810  
295          0.890220         0.202175  
296          0.867433         0.247633  
297          0.878868         0.233113  
298          0.881385         0.247729  
299          0.856704         0.229332  
300          0.851297         0.262850  
301          0.833404         0.258602  
302          0.845328         0.286280  
303          0.824586         0.237423  
304          0.862773         0.217981  
305          0.823669         0.259398  
306          0.822443         0.284834  
307          0.795949         0.306674  
308          0.567980         0.329995  
309          0.523006         0.256705  
310          0.524068         0.277180  
311          0.578654         0.494268  
312          0.613865         0.599335  
313          0.580500         0.262727  
314          0.613522         0.245208  
315          0.569130         0.225484  
316          0.556809         0.221047  
317          0.544883         0.287241  
318          0.591423         0.289146  
319          0.526546         0.315747  
320          0.461591         0.314174  
321          0.536371         0.328529  
322          0.606683         0.358438  
323          0.582458         0.467567  
324          0.627503         0.538245  
325          0.552737         0.543836  
326          0.587211         0.460061  
327          0.804136         0.347657  
328          0.766979         0.342262  
329          0.756524         0.329703  
330          0.808314         0.299891  
331          0.809173         0.300117  
332          0.803743         0.316876  
333          0.815391         0.287592  
334          0.855062         0.285454  
335          0.869811         0.276103  
336          0.803025         0.332747  
337          0.869229         0.283042  
338          0.838475         0.291042  
339          0.832562         0.275820  
340          0.808617         0.337244  
341          0.814603         0.336029  
342          0.809295         0.169580  
343          0.817485         0.158614  
344          0.817443         0.146963  
345          0.785806         0.161650  
346          0.765265         0.158100  
347          0.820074         0.133503  
348          0.820785         0.158703  
349          0.836431         0.142211  
350          0.853975         0.111518  
351          0.808911         0.171315  
352          0.826144         0.145625  
353          0.821097         0.214005  
354          0.855784         0.189640  
355          0.890780         0.146512  
356          0.789345         0.244918  
357          0.799651         0.325588  
358          0.808266         0.287090  
359          0.803400         0.307162  
360          0.842629         0.273131  
361          0.830626         0.264659  
362          0.831615         0.285959  
363          0.845918         0.293702  
364          0.850565         0.278114  
365          0.847080         0.278056  
366          0.839295         0.291769  
367          0.793531         0.294223  
368          0.836927         0.299309  
369          0.825455         0.300624  
370          0.822490         0.321806  
371          0.795133         0.340159  
372          0.671982         0.167317  
373          0.727508         0.177948  
374          0.666620         0.173323  
375          0.612241         0.211844  
376          0.747742         0.337494  
377          0.736222         0.336163  
378          0.573002         0.297790  
379          0.621050         0.287876  
380          0.564220         0.322583  
381          0.609986         0.291402  
382          0.595255         0.400229  
383          0.606044         0.260671  
384          0.610305         0.303667  
385          0.598952         0.381641  
386          0.587507         0.447646  
387          0.645254         0.405041  
388          0.491489         0.282622  
389          0.616806         0.208352  
390          0.634003         0.229651  
391          0.589168         0.187095  
392          0.558870         0.304635  
393          0.589131         0.301049  
394          0.646270         0.222411  
395          0.550526         0.404262  
396          0.867740         0.235549  
397          0.875299         0.240080  
398          0.844217         0.232947  
399          0.876206         0.217024  
400          0.886287         0.221241  
401          0.875645         0.269225  
402          0.896885         0.263027  
403          0.850213         0.278147  
404          0.836786         0.289529  
405          0.849710         0.286440  
406          0.873584         0.281422  
407          0.874396         0.275440  
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410          0.586316         0.337085  
411          0.636663         0.272170  
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413          0.597510         0.272980  
414          0.621575         0.271041  
415          0.589998         0.284730  
416          0.596179         0.285895  
417          0.608886         0.294019  
418          0.613686         0.336541  
419          0.655305         0.316488  
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421          0.550690         0.269155  
422          0.742781         0.285610  
423          0.646712         0.276602  
424          0.829413         0.253212  
425          0.746213         0.329308  
426          0.786111         0.295706  
427          0.763074         0.272300  
428          0.755317         0.368633  
429          0.747812         0.420259  
430          0.737284         0.397173  
431          0.746730         0.383106  
432          0.742049         0.336345  
433          0.784188         0.300517  
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439          0.641369         0.244084  
440          0.600926         0.252809  
441          0.609041         0.256508  
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447          0.713700         0.178068  
448          0.832058         0.290442  
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451          0.756866         0.163091  
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462          0.861935         0.181071  
463          0.817664         0.227102  
464          0.754546         0.120192  
465          0.662168         0.232133  
466               NaN              NaN  
467          0.579303         0.180593  
468          0.747728         0.274338  
469          0.766554         0.260099  
470          0.731573         0.329416  
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473          0.808841         0.299839  
474          0.796802         0.297043  
475          0.793314         0.295131  
476          0.797705         0.300099  
477          0.713908         0.295253  
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480          0.744872         0.291403  
481          0.784218         0.264054  
482          0.733867         0.313928  
483          0.824870         0.356847  
484          0.833283         0.286144  
485          0.842587         0.283164  
486          0.840363         0.255968  
487          0.826495         0.220014  
488          0.861700         0.270688  
489          0.847185         0.333309  
490          0.850897         0.266504  
491          0.859316         0.305793  
492          0.850546         0.322946  
493          0.846354         0.365247  
494          0.829142         0.314343  
495          0.876475         0.328171  
496          0.811050         0.373558  
497          0.789941         0.416028  
498          0.734863         0.345555  
499          0.665264         0.355348  
500          0.682730         0.301018  
501          0.642155         0.339482  
502          0.566759         0.276346  
503          0.528634         0.353417  
504          0.527221         0.398423  
505          0.550683         0.483379  
506          0.542784         0.327350  
507          0.609594         0.344332  
508          0.611370         0.370498  
509          0.539323         0.414494  
510          0.492261         0.285184  
511          0.516831         0.312763  
512          0.598909         0.442034  
513          0.863995         0.232691  
514          0.868841         0.220199  
515          0.842067         0.232124  
516          0.850378         0.243231  
517          0.813811         0.302186  
518          0.875324         0.336322  
519          0.830632         0.365221  
520          0.828257         0.317476  
521          0.837205         0.329851  
522          0.825734         0.332647  
523          0.761256         0.345736  
524          0.848851         0.268448  
525          0.860207         0.269586  
526          0.870573         0.271475  
527          0.838904         0.329440  
528          0.654531         0.215225  
529          0.665570         0.176231  
530          0.597254         0.217813  
531          0.597613         0.243075  
532          0.651386         0.205158  
533          0.647360         0.198967  
534          0.702256         0.199018  
535          0.680431         0.203439  
536          0.723338         0.182695  
537          0.726255         0.176869  
538          0.805218         0.160164  
539          0.794730         0.163182  
540          0.804280         0.156279  
541          0.806924         0.187679  
542          0.668341         0.137166  
543          0.642846         0.213351  
544          0.737837         0.302858  
545          0.713888         0.236629  
546          0.727071         0.253941  
547          0.608515         0.304436  
548          0.659521         0.271754  
549          0.631182         0.282739  
550          0.669389         0.251514  
551          0.721505         0.172134  
552          0.772778         0.143539  
553          0.832109         0.202095  
554          0.772944         0.205239  
555          0.796285         0.201654  
556          0.768957         0.194673  
557          0.784110         0.198814  
558          0.751316         0.191058  
559          0.797325         0.181998  
560          0.787137         0.176066  
561          0.781546         0.181781  
562          0.755210         0.180733  
563          0.744292         0.192898  
564          0.768988         0.225094  
565          0.777402         0.288682  
566          0.745672         0.280619  
567          0.762939         0.303367  
568          0.789724         0.260568  
569          0.780809         0.280995  
570          0.754120         0.252988  
571          0.800136         0.204970  
572          0.811054         0.215894  
573          0.785966         0.215400  
574          0.772661         0.270036  
575          0.762098         0.241984  
576          0.767313         0.282451  
577          0.735155         0.250416  
578          0.731814         0.230950  
579          0.591381         0.263955  
580          0.469999         0.265743  
581          0.509571         0.287097  
582          0.539161         0.293042  
583          0.626362         0.371656  
584          0.640117         0.432405  
585          0.634047         0.446124  
586          0.640692         0.417661  
587          0.692702         0.412961  
588          0.838287         0.277247  
589          0.804012         0.379208  
590          0.772816         0.400723  
591          0.433115         0.269384  
592          0.426648         0.235847  
593          0.440980         0.261508  
594          0.491961         0.242350  
595          0.501790         0.242536  
596          0.514921         0.246770  
597          0.559154         0.250088  
598          0.595041         0.199907  
599          0.569884         0.204328  
600          0.547280         0.233192  
601          0.563896         0.223224  
602          0.581128         0.209640  
603          0.572953         0.243779  
604          0.604491         0.243710  
605          0.610895         0.294512  
606          0.775692         0.197262  
607          0.732469         0.230812  
608          0.787482         0.220000  
609          0.791827         0.206445  
610          0.793706         0.182344  
611          0.793666         0.165200  
612          0.803739         0.169576  
613          0.743487         0.204996  
614          0.785408         0.187845  
615          0.764539         0.202705  
616          0.737746         0.187255  
617          0.736566         0.196435  
618          0.780280         0.243215  
619          0.750609         0.226171  
620          0.759594         0.205927  
621          0.671201         0.197607  
622          0.685636         0.216630  
623          0.717010         0.172045  
624          0.774203         0.197590  
625          0.783400         0.184129  
626          0.743967         0.209213  
627          0.759688         0.152376  
628          0.690766         0.210819  
629          0.696155         0.280321  
630          0.689778         0.265279  
631          0.668264         0.304910  
632          0.702512         0.247519  
633          0.746900         0.250001  
634          0.682172         0.269940  
635          0.712766         0.252728  
636          0.691998         0.263643  
637          0.737924         0.221744  
638          0.648514         0.253589  
639          0.633947         0.291516  
640          0.591372         0.322791  
641          0.580688         0.351506  
642          0.689162         0.482183  
643          0.694676         0.385433  
644          0.739751         0.277413  
645          0.700504         0.336208  
646          0.602939         0.332831  
647          0.665699         0.255007  
648          0.667514         0.235946  
649          0.684458         0.321684  
650          0.818015         0.287082  
651          0.819046         0.224380  
652          0.834360         0.233636  
653          0.828716         0.239742  
654          0.849933         0.235618  
655          0.844494         0.289358  
656          0.862783         0.349405  
657          0.866774         0.332524  
658          0.835368         0.305115  
659          0.851371         0.310554  
660          0.846123         0.321357  
661          0.845866         0.308086  
662          0.871362         0.262411  
663          0.859413         0.310789  
664          0.700549         0.260133  
665          0.677213         0.284573  
666          0.600325         0.348057  
667          0.628650         0.351265  
668          0.666971         0.267741  
669          0.686985         0.374394  
670          0.704477         0.422461  
671          0.743881         0.440438  
672          0.684647         0.473388  
673          0.767541         0.296420  
674          0.612906         0.332141  
675          0.607697         0.255774  
676          0.554960         0.292557  
677          0.625240         0.244856  
678          0.593434         0.283806  
679          0.538055         0.326656  
680          0.592565         0.327208  
681          0.618564         0.332540  
682          0.552774         0.367341  
683          0.573367         0.321693  
684          0.584113         0.358720  
685          0.857973         0.155474  
686          0.758959         0.198780  
687          0.789361         0.205854  
688          0.802866         0.261304  
689          0.796519         0.259946  
690          0.815691         0.307471  
691          0.846510         0.293591  
692          0.816519         0.283281  
693          0.820184         0.299388  
694          0.862837         0.310766  
695          0.832397         0.296847  
696          0.842201         0.248383  
697          0.871845         0.287358  
698          0.849955         0.278882  
699          0.723260         0.235955  
700          0.718972         0.236634  
701          0.762151         0.210104  
702          0.710370         0.183106  
703          0.733887         0.195712  
704          0.715137         0.183349  
705          0.683968         0.242868  
706          0.664093         0.213115  
707          0.639533         0.200593  
708          0.599320         0.357607  
709          0.608647         0.210314  
710          0.675444         0.290327  
711          0.700642         0.230283  
712          0.664400         0.227890  
713          0.655816         0.234813  
714          0.642114         0.304520  
715          0.651908         0.315398  
716          0.705704         0.306724  
717          0.650690         0.237620  
718          0.706815         0.244536  
719          0.665911         0.243326  
720          0.735184         0.180921  
721          0.676073         0.201083  
722          0.743014         0.180348  
723          0.735238         0.240052  
724          0.879538         0.153068  
725          0.899718         0.157154  
726          0.869971         0.156276  
727          0.849021         0.179504  
728          0.873888         0.158169  
729          0.895255         0.148160  
730          0.836009         0.177704  
731          0.863018         0.171795  
732          0.687017         0.198602  
733          0.668468         0.252502  
734          0.674160         0.259315  
735          0.771343         0.300621  
736          0.696512         0.266502  
737          0.648167         0.231594  
738          0.628734         0.294841  
739          0.679958         0.330437  
740          0.711024         0.284582  
741          0.700677         0.321829  
742          0.694504         0.345681  
743          0.682091         0.317937  
744          0.657287         0.357458  
745          0.647752         0.466336  
746          0.752434         0.383163  
747          0.824656         0.265537  
748          0.811749         0.241613  
749          0.773841         0.239271  
750          0.864888         0.192704  
751          0.836675         0.217908  
752          0.863815         0.273416  
753          0.896927         0.228980  
754          0.892942         0.249146  
755          0.852419         0.241678  
756          0.876233         0.274292  
757          0.832812         0.341574  
758          0.862584         0.319172  
759          0.863718         0.295987  
760          0.876714         0.301703  
761          0.608226         0.456109  
762          0.625507         0.361320  
763          0.624161         0.345182  
764          0.578114         0.359068  
765          0.608598         0.524969  
766          0.659088         0.551840  
767          0.618345         0.511569  
768          0.644849         0.519858  
769          0.686765         0.525877  
770          0.693666         0.438534  
771          0.553197         0.493149  
772          0.600486         0.448526  
773          0.582421         0.470245  
774          0.525002         0.448169  
775          0.522806         0.403820  
776          0.541775         0.430934  
777          0.487619         0.557099  
778          0.422928         0.449059  
779               NaN         0.554279  
780          0.573671         0.563631  
781          0.490033         0.581267  
782          0.488692         0.569758  
783          0.505289         0.590539  
784          0.605323         0.482027  
785          0.644464         0.531539  
786          0.878256         0.208634  
787          0.875384         0.147759  
788          0.862124         0.232699  
789          0.875983         0.200655  
790          0.865225         0.190309  
791          0.835202         0.236662  
792          0.814345         0.245268  
793          0.784335         0.228723  
794          0.799320         0.225349  
795          0.809203         0.211063  
796          0.833389         0.212784  
797          0.810857         0.213050  
798          0.807015         0.223300  
799          0.796661         0.246447  
800          0.696438         0.308496  
801          0.695740         0.319894  
802          0.709695         0.349395  
803          0.695399         0.326584  
804          0.679458         0.362394  
805          0.737907         0.384475  
806          0.665102         0.319231  
807          0.697946         0.408576  
808          0.604293         0.271256  
809          0.696548         0.256258  
810          0.629189         0.263090  
811          0.673591         0.276443  
812          0.663490         0.282063  
813          0.634593         0.265892  
814          0.621398         0.242826  
815          0.678837         0.294698  
816          0.715646         0.303446  
817          0.636669         0.267581  
818          0.775457         0.279378  
819          0.596381         0.235880  
820          0.658394         0.265568  
821          0.669761         0.387652  
822          0.778827         0.356616  
823          0.716064         0.356020  
824          0.691772         0.329209  
825          0.685423         0.339174  
826          0.661181         0.322846  
827          0.649023         0.402975  
828          0.631080         0.327960  
829          0.670213         0.311002  
830          0.603942         0.186184  
831          0.742971         0.306066  
832          0.647041         0.290651  
833          0.663882         0.347229  
834          0.703617         0.378029  
835          0.697735         0.357456  
836          0.682098         0.385631  
837          0.674235         0.425407  
838          0.692647         0.339919  
839          0.788478         0.200847  
840          0.835872         0.237159  
841          0.733613         0.312485  
842          0.737161         0.309985  
843          0.769282         0.243400  
844          0.752041         0.195284  
845          0.738980         0.153151  
846          0.731494         0.206580  
847          0.779842         0.190774  
848          0.784990         0.169478  
849          0.827118         0.187703  
850          0.775717         0.181055  
851          0.776911         0.171475  
852          0.793809         0.174622  
853          0.741508         0.189433  
854          0.768091         0.176409  
855          0.760109         0.192403  
856          0.740388         0.175512  
857          0.703355         0.185300  
858          0.742844         0.194410  
859          0.742469         0.186461  
860          0.695953         0.239560  
861          0.682662         0.239750  
862          0.668975         0.331201  
863          0.644645         0.264641  
864          0.643089         0.343419  
865          0.612024         0.260324  
866          0.564725         0.345336  
867          0.684084         0.286033  
868          0.660056         0.312646  
869          0.689984         0.305196  
870          0.640658         0.311913  
871          0.627798         0.391505  
872               NaN              NaN  
873               NaN              NaN  
874               NaN              NaN  
875          0.668788         0.185065  
876          0.651071         0.178508  
877          0.675005         0.159726  
878          0.678526         0.128600  
879          0.691867         0.148951  
880          0.695144         0.154434  
881          0.739843         0.184381  
882          0.673899         0.164444  
883          0.717840         0.169457  
884          0.730147         0.173994  
885          0.702479         0.155415  
886          0.756762         0.171486  
887          0.693199         0.161542  
888          0.787135         0.139133  
889          0.684103         0.150360  
890          0.705087         0.198192  
891          0.725196         0.161941  
892          0.772227         0.148997  
893          0.771880         0.182592  
894          0.819122         0.123202  
895          0.760372         0.227972  
896          0.706964         0.194177  
897          0.765043         0.161331  
898          0.814436         0.221097  
899          0.702257         0.172422  
900          0.742762         0.225648  
901          0.788452         0.230210  
902          0.759103         0.236921  
903          0.751439         0.250687  
904          0.733435         0.296980  
905          0.654866         0.236699  
906               NaN         0.317828  
907          0.597583         0.168830  
908          0.695178         0.117717  
909          0.695966         0.124438  
910          0.595572         0.099630  
911          0.691511         0.202731  
912          0.636128         0.205950  
913          0.753090         0.179989  
914          0.703887         0.149607  
915          0.738436         0.185879  
916          0.778271         0.170248  
917          0.748522         0.140792  
918          0.726240         0.201458  
919          0.845954         0.182275  
920          0.718377         0.251760  
921          0.717980         0.203396  
922          0.793242         0.176825  
923          0.820709         0.095490  
924          0.752348         0.282629  
925               NaN              NaN  
926          0.722894         0.323691  
927          0.688287         0.314923  
928          0.692072         0.307321  
929          0.695363         0.302876  
930          0.654618         0.159483  
931          0.655074         0.129503  
932          0.623046         0.146872  
933          0.607278         0.164817  
934          0.649522         0.123463  
935          0.681429         0.151316  
936          0.690524         0.182383  
937          0.722004         0.134911  
938          0.725461         0.185025  
939          0.766794         0.173476  
940          0.778171         0.126100  
941          0.755125         0.160438  
942          0.763271         0.203300  
943          0.765742         0.207229  
944          0.803025         0.257813  
945          0.885816         0.162685  
946          0.861139         0.135671  
947          0.829270         0.201755  
948          0.899812         0.225278  
949          0.916801         0.386679  
950          0.872792         0.344226  
951          0.852214         0.331883  
952          0.878180         0.306144  
953          0.821680         0.358349  
954          0.654296         0.234135  
955          0.672521         0.246863  
956          0.638644         0.214901  
957          0.525005         0.242197  
958          0.563278         0.221713  
959          0.560013         0.232225  
960          0.642102         0.227449  
961          0.652273         0.225979  
962          0.608380         0.228137  
963          0.653751         0.231384  
964          0.623313         0.231753  
965          0.585233         0.191871  
966          0.575235         0.211631  
967          0.713628         0.201582  
968          0.584244         0.292150  
969          0.548371         0.319716  
970          0.526726         0.365418  
971          0.527855         0.401289  
972          0.525078         0.341206  
973          0.578011         0.320167  
974          0.499441         0.338857  
975          0.498864         0.409337  
976          0.558848         0.267213  
977          0.567873         0.242554  
978          0.552651         0.263446  
979          0.515444         0.243549  
980          0.463881         0.270689  
981          0.321690         0.494499  
982          0.793473         0.170010  
983          0.732466         0.270283  
984          0.746202         0.255303  
985          0.734880         0.273426  
986          0.612697         0.435410  
987          0.585067         0.261133  
988          0.595008         0.216883  
989          0.542849         0.442860  
990          0.505067         0.388489  
991          0.635528         0.509047  
992          0.667946         0.391331  
993          0.659732         0.436099  
994          0.635609         0.389133  
995          0.694884         0.316150  
996          0.703950         0.368905  
997          0.717785         0.383074  
998          0.697049         0.379374  
999          0.705535         0.398903  
1000         0.708741         0.400737  
1001         0.621323         0.253998  
1002         0.589249         0.279184  
1003         0.532837         0.275796  
1004         0.526198         0.270838  
1005         0.473150         0.272029  
1006         0.569533         0.274637  
1007         0.580971         0.277386  
1008         0.580804         0.293729  
1009         0.619343         0.286911  
1010         0.594610         0.276452  
1011         0.594167         0.249856  
1012         0.607613         0.195119  
1013         0.516805         0.213560  
1014         0.566024         0.276054  
1015         0.660230         0.201912  
1016         0.799493         0.238022  
1017         0.808783         0.216064  
1018         0.836459         0.200137  
1019         0.815249         0.227412  
1020         0.640380         0.184800  
1021         0.803084         0.170409  
1022         0.757445         0.193050  
1023         0.757950         0.192301  
1024         0.765817         0.184467  
1025         0.750309         0.201894  
1026         0.789186         0.211640  
1027         0.701799         0.161333  
1028         0.614425         0.214525  
1029         0.509871         0.234826  
1030         0.689856         0.193977  
1031         0.734316         0.241231  
1032         0.747616         0.192182  
1033         0.801759         0.226243  
1034         0.813191         0.204255  
1035         0.751698         0.374838  
1036         0.752341         0.362014  
1037         0.723195         0.303960  
1038         0.670133         0.222252  
1039         0.727482         0.175514  
1040         0.765324         0.130396  
1041         0.712759         0.268475  
1042         0.815616         0.200463  
1043         0.808457         0.247829  
1044         0.703745         0.262713  
1045         0.632621         0.259764  
1046         0.603105         0.324739  
1047         0.608667         0.312088  
1048         0.586300         0.364894  
1049         0.536697         0.348162  
1050         0.750243         0.242825  
1051         0.775072         0.162262  
1052         0.815414         0.185745  
1053         0.821611         0.163550  
1054         0.832448         0.191948  
1055         0.887327         0.154875  
1056         0.867353         0.176882  
1057         0.736497         0.316552  
1058         0.769534         0.260893  
1059         0.774716         0.313733  
1060         0.824455         0.200367  
1061         0.834177         0.176072  
1062              NaN              NaN  
1063         0.766735         0.208563  
1064         0.682154         0.164491  
1065         0.760446         0.149751  
1066         0.796525         0.161666  
1067         0.758270         0.131821  
1068         0.680750         0.109448  
1069         0.723920         0.192901  
1070         0.740901         0.185634  
1071         0.708948         0.243003  
1072         0.806901         0.305299  
1073         0.741836         0.392784  
1074         0.770017         0.369648  
1075         0.711523         0.357765  
1076         0.714780         0.357874  
1077         0.696920         0.375303  
1078         0.736184         0.339703  
1079         0.744281         0.390504  
1080         0.660353         0.369558  
1081         0.652304         0.352066  
1082         0.679821         0.355041  
1083         0.687272         0.355444  
1084         0.720753         0.302443  
1085         0.721224         0.295699  
1086         0.706596         0.356244  
1087         0.601496         0.410913  
1088         0.732822         0.174229  
1089         0.731891         0.176086  
1090         0.737651         0.169829  
1091         0.777994         0.128676  
1092         0.762008         0.174863  
1093         0.782068         0.163681  
1094         0.793040         0.195690  
1095         0.754968         0.163452  
1096         0.819522         0.193900  
1097         0.734556         0.221666  
1098         0.637107         0.272322  
1099         0.663382         0.275558  
1100         0.691831         0.259739  
1101         0.738434         0.252505  
1102         0.808025         0.222400  
1103         0.784898         0.245712  
1104         0.747760         0.168721  
1105         0.773952         0.157993  
1106         0.808238         0.149363  
1107         0.766984         0.138402  
1108         0.819803         0.218943  
1109         0.815721         0.248498  
1110         0.825426         0.201175  
1111         0.848762         0.196071  
1112         0.840059         0.215495  
1113         0.790099         0.227556  
1114         0.784479         0.278111  
1115         0.789685         0.222949  
1116         0.801650         0.228730  
1117         0.744821         0.237188  
1118         0.859106         0.219571  
1119         0.842642         0.230991  
1120         0.881713         0.213254  
1121         0.864475         0.251983  
1122         0.810109         0.291556  
1123         0.618771         0.254923  
1124         0.571288         0.305512  
1125         0.583739         0.283589  
1126         0.561607         0.306488  
1127         0.583790         0.277520  
1128         0.567914         0.284829  
1129         0.567697         0.313726  
1130         0.581804         0.260603  
1131         0.582633         0.259690  
1132         0.590383         0.281456  
1133         0.621101         0.274551  
1134         0.581489         0.259478  
1135         0.581715         0.270072  
1136         0.630975         0.261621  
1137         0.727225         0.267836  
1138         0.570640         0.203044  
1139         0.585894         0.173452  
1140         0.712425         0.150025  
1141         0.692158         0.153233  
1142         0.689053         0.181066  
1143         0.649445         0.178902  
1144         0.627492         0.170421  
1145         0.652786         0.207653  
1146         0.694095         0.171172  
1147         0.675165         0.213600  
1148         0.654125         0.191890  
1149         0.707434         0.166921  
1150         0.636443         0.259983  
1151         0.578938         0.339851  
1152         0.623211         0.422740  
1153         0.594659         0.410302  
1154         0.602761         0.378120  
1155         0.573610         0.379281  
1156         0.538980         0.331082  
1157         0.587442         0.367647  
1158         0.580314         0.337239  
1159         0.591425         0.336675  
1160         0.519128         0.349785  
1161         0.589933         0.354935  
1162         0.591094         0.365958  
1163         0.603283         0.411378  
1164              NaN              NaN  
1165         0.735656         0.187149  
1166         0.687131         0.281336  
1167         0.784261         0.239409  
1168         0.661078         0.261804  
1169         0.712659         0.205413  
1170         0.559288         0.322716  
1171         0.638049         0.415982  
1172         0.588883         0.409912  
1173         0.587182         0.256431  
1174         0.622544         0.326823  
1175         0.634451         0.240264  
1176         0.622976         0.279546  
1177         0.592006         0.243416  
1178         0.564461         0.339584  
1179         0.648381         0.353177  
1180         0.639640         0.397279  
1181         0.587275         0.384123  
1182         0.764304         0.205414  
1183         0.803302         0.217311  
1184         0.857965         0.111979  
1185         0.865906         0.271751  
1186         0.804010         0.301501  
1187         0.745647         0.282286  
1188         0.776951         0.300140  
1189         0.754618         0.285576  
1190         0.799749         0.289218  
1191         0.810895         0.159756  
1192         0.748637         0.238961  
1193         0.720678         0.277252  
1194         0.739387         0.240249  
1195         0.671533         0.256161  
1196         0.647920         0.247542  
1197         0.716780         0.170838  
1198         0.643317         0.152298  
1199         0.744862         0.153098  
1200         0.570157         0.215434  
1201         0.672458         0.225973  
1202         0.699453         0.207359  
1203         0.736083         0.231071  
1204         0.629176         0.279264  
1205         0.613920         0.287447  
1206         0.543058         0.358234  
1207         0.627351         0.369662  
1208         0.570577         0.375978  
1209         0.536978         0.386792  
1210         0.535798         0.357100  
1211         0.869353         0.232795  
1212         0.817750         0.213336  
1213         0.788195         0.181690  
1214         0.853234         0.206079  
1215         0.862723         0.181386  
1216         0.860641         0.226290  
1217         0.866824         0.235443  
1218         0.867766         0.220657  
1219         0.834134         0.202129  
1220         0.838432         0.214851  
1221         0.852185         0.184520  
1222         0.861977         0.204794  
1223         0.838301         0.230502  
1224         0.783991         0.246511  
1225         0.879671         0.218773  
1226         0.854027         0.237997  
1227         0.854247         0.231881  
1228         0.847234         0.234758  
1229         0.863913         0.210150  
1230         0.866304         0.206878  
1231         0.834956         0.151397  
1232         0.847514         0.199019  
1233         0.833642         0.159830  
1234         0.832945         0.207414  
1235         0.817431         0.171717  
1236         0.845363         0.167951  
1237         0.816023         0.191176  
1238         0.849415         0.208541  
1239         0.778861         0.294416  
1240         0.809762         0.287482  
1241         0.783848         0.289345  
1242         0.781097         0.299065  
1243         0.805376         0.268023  
1244         0.791432         0.309019  
1245         0.803254         0.254660  
1246         0.838620         0.270610  
1247         0.813284         0.333936  
1248         0.796685         0.345595  
1249         0.805124         0.380347  
1250         0.849764         0.308448  
1251         0.792649         0.408350  
1252         0.835423         0.337013  
1253         0.755324         0.179304  
1254         0.705617         0.158482  
1255         0.649852         0.193882  
1256         0.730271         0.115248  
1257         0.745480         0.125838  
1258         0.700494         0.166154  
1259         0.602545         0.141553  
1260         0.650200         0.208130  
1261         0.677612         0.204661  
1262         0.681873         0.218423  
1263         0.674859         0.325442  
1264         0.731161         0.426522  
1265         0.770558         0.502555  
1266         0.815915         0.304438  
1267         0.781400         0.178237  
1268         0.825709         0.141403  
1269         0.739537         0.244094  
1270         0.744715         0.225123  
1271         0.782050         0.190343  
1272         0.810906         0.209099  
1273         0.638489         0.286346  
1274         0.716892         0.251190  
1275         0.731986         0.251836  
1276         0.724991         0.235969  
1277         0.805262         0.256470  
1278         0.714991         0.245237  
1279         0.743978         0.315887  
1280         0.709236         0.405435  
1281         0.621554         0.442972  
1282         0.723842         0.311336  
1283         0.701609         0.318930  
1284         0.643664         0.346465  
1285         0.480453         0.261868  
1286         0.493693         0.296411  
1287         0.602946         0.251123  
1288         0.575552         0.370054  
1289         0.566944         0.313819  
1290         0.588337         0.362751  
1291         0.641887         0.421752  
1292         0.577912         0.330876  
1293         0.637328         0.306998  
1294         0.619699         0.299022  
1295         0.638737         0.292295  
1296         0.502460         0.299391  
1297         0.590138         0.298353  
1298         0.576300         0.303606  
1299         0.604627         0.365126  
1300         0.831731         0.197113  
1301         0.791722         0.155095  
1302         0.822750         0.212821  
1303         0.833697         0.194355  
1304         0.842888         0.209410  
1305         0.849626         0.209262  
1306         0.849100         0.202914  
1307         0.827414         0.211862  
1308         0.822716         0.195487  
1309         0.823094         0.216034  
1310              NaN         0.295164  
1311              NaN         0.237266  
1312         0.682748         0.310367  
1313         0.655062         0.320658  
1314         0.639216         0.348706  
1315         0.650708         0.371941  
1316         0.627774         0.357801  
1317         0.664618         0.332448  
1318         0.597887         0.273710  
1319         0.584937         0.295480  
1320         0.575255         0.328647  
1321         0.647640         0.331617  
1322         0.586167         0.308341  
1323         0.567295         0.376706  
1324         0.581067         0.424240  
1325         0.497146         0.430580  
1326         0.566489         0.412328  
1327         0.571269         0.403283  
1328         0.544387         0.466428  
1329         0.627588         0.381490  
1330         0.567007         0.387651  
1331         0.616355         0.378504  
1332         0.593701         0.365276  
1333         0.565057         0.380452  
1334         0.594456         0.369085  
1335         0.592769         0.377642  
1336         0.596766         0.416072  
1337         0.610405         0.418929  
1338         0.625176         0.399672  
1339         0.845192         0.232063  
1340         0.819987         0.149341  
1341         0.819301         0.150143  
1342         0.883028         0.144200  
1343         0.887585         0.146369  
1344         0.885293         0.179641  
1345         0.868587         0.206641  
1346         0.868715         0.225746  
1347         0.807690         0.253816  
1348         0.800634         0.263826  
1349         0.857624         0.244132  
1350         0.832689         0.242319  
1351         0.883581         0.222599  
1352         0.877562         0.243567  
1353         0.815584         0.302746  
1354         0.866669         0.218699  
1355         0.848840         0.259038  
1356         0.831757         0.186126  
1357         0.855230         0.175859  
1358         0.809841         0.190263  
1359         0.837175         0.212839  
1360         0.918937         0.223824  
1361         0.943621         0.215778  
1362         0.866218         0.218508  
1363         0.924561         0.197176  
1364         0.902772         0.231784  
1365         0.857724         0.275187  
1366         0.696759         0.419590  
1367         0.757589         0.361295  
1368         0.762631         0.353950  
1369         0.810965         0.320298  
1370         0.799534         0.330243  
1371         0.780169         0.330921  
1372         0.757178         0.397959  
1373         0.778473         0.390038  
1374         0.758988         0.319338  
1375         0.753556         0.378305  
1376         0.821675         0.338007  
1377         0.789391         0.393874  
1378         0.808621         0.380033  
1379         0.820448         0.374985  
1380         0.831999              NaN  
1381         0.784118         0.378188  
1382         0.805394         0.384015  
1383         0.846068         0.311330  
1384         0.875529         0.293918  
1385         0.851472         0.358326  
1386         0.865131         0.351125  
1387         0.799079         0.331958  
1388         0.813342         0.334037  
1389         0.805238         0.350588  
1390         0.820969         0.290233  
1391         0.768981         0.340622  
1392         0.772846         0.393481  
1393         0.780897         0.340569  
1394         0.803562         0.326889  
1395         0.715111         0.282439  
1396         0.760026         0.237599  
1397         0.690351         0.245965  
1398         0.736898         0.234237  
1399         0.725360         0.223810  
1400         0.787489         0.266747  
1401         0.784124         0.241981  
1402         0.776997         0.222644  
1403         0.734383         0.240432  
1404         0.776625         0.223536  
1405         0.677436         0.203388  
1406         0.742415         0.176011  
1407         0.725160         0.168090  
1408         0.759843         0.328938  
1409         0.708912         0.333498  
1410         0.702931         0.309281  
1411         0.741612         0.265107  
1412         0.725109         0.279201  
1413         0.728934         0.370170  
1414         0.699667         0.347898  
1415         0.705072         0.357692  
1416         0.657176         0.370737  
1417         0.683566         0.326253  
1418         0.649151         0.294273  
1419         0.679104         0.317995  
1420         0.709822         0.299875  
1421         0.647769         0.382813  
1422         0.677912         0.258085  
1423              NaN              NaN  
1424         0.760927         0.327790  
1425         0.765899         0.322181  
1426              NaN              NaN  
1427         0.642016         0.345687  
1428         0.644178         0.276626  
1429         0.548347         0.270051  
1430         0.596489         0.344478  
1431         0.542729         0.294462  
1432         0.555994         0.342615  
1433         0.639821         0.328619  
1434         0.654498         0.330688  
1435         0.714146         0.311574  
1436         0.694415         0.257764  
1437         0.733730         0.230836  
1438         0.735343         0.298454  
1439         0.697443         0.243659  
1440         0.611432         0.232429  
1441         0.622690         0.192846  
1442         0.593798         0.165902  
1443         0.566151         0.168979  
1444         0.588975         0.171421  
1445         0.601348         0.165235  
1446         0.611164         0.173604  
1447         0.679745         0.179924  
1448         0.687638         0.151347  
1449         0.678732         0.130006  
1450         0.636299         0.142497  
1451         0.710230         0.194561  
1452         0.673346         0.198796  
1453         0.691351         0.200422  
1454         0.645215         0.189522  
1455         0.735016         0.188996  
1456         0.642954         0.220768  
1457         0.677698         0.112362  
1458         0.665474         0.154242  
1459         0.702794         0.132398  
1460         0.760014         0.167348  
1461         0.762844         0.133610  
1462         0.721183         0.206403  
1463         0.752311         0.285384  
1464         0.762161         0.358310  
1465         0.793368         0.308199  
1466         0.736068         0.417668  
1467         0.729598         0.242553  
1468         0.772243         0.231547  
1469         0.709539         0.201823  
1470         0.741836         0.319475  
1471         0.645089         0.297209  
1472         0.725971         0.240140  
1473         0.715217         0.224841  
1474         0.744080         0.275550  
1475         0.705040         0.312949  
1476         0.723608         0.327139  
1477         0.792999         0.266293  
1478         0.774876         0.305842  
1479         0.764405         0.288380  
1480         0.731764         0.237737  
1481         0.753608         0.251199  
1482         0.739953         0.224990  
1483         0.714047         0.198742  
1484         0.672881         0.252161  
1485         0.757378         0.227580  
1486         0.768812         0.142738  
1487         0.751883         0.180027  
1488         0.770918         0.213603  
1489         0.680121         0.165079  
1490         0.724697         0.157227  
1491         0.711035         0.207668  
1492         0.783818         0.244852  
1493         0.745732         0.290836  
1494         0.713894         0.247075  
1495         0.788973         0.331926  
1496         0.576048         0.334420  
1497         0.543799         0.435474  
1498         0.532202         0.415409  
1499         0.545481         0.410255  
1500         0.514332         0.371236  
1501         0.529108         0.403453  
1502         0.497755         0.326118  
1503         0.496241         0.302544  
1504         0.534827         0.298127  
1505         0.509721         0.326407  
1506         0.558941         0.296296  
1507         0.509102         0.242130  
1508         0.602846         0.357580  
1509         0.505072         0.380655  
1510         0.581781         0.289842  
1511         0.533604         0.369601  
1512         0.513532         0.290469  
1513         0.445804         0.299528  
1514         0.520902         0.422833  
1515         0.570267         0.334213  
1516         0.625106         0.414426  
1517         0.583939         0.456181  
1518         0.600368         0.495040  
1519         0.551628         0.466267  
1520         0.513375         0.438134  
1521         0.750798         0.266721  
1522         0.700188         0.114407  
1523         0.720842         0.256087  
1524         0.499599         0.207548  
1525         0.602476         0.131343  
1526         0.482754         0.143629  
1527         0.769633         0.147688  
1528         0.841018         0.180233  
1529         0.803124         0.141585  
1530         0.823989         0.110942  
1531         0.800114         0.179325  
1532         0.787093         0.106871  
1533         0.722598         0.138069  
1534         0.678114         0.307859  
1535         0.666458         0.277207  
1536         0.636583         0.287410  
1537         0.656188         0.302261  
1538         0.697576         0.276510  
1539         0.703485         0.266785  
1540         0.713708         0.269246  
1541         0.774416         0.232092  
1542         0.788020         0.212722  
1543         0.754105         0.253190  
1544         0.750380         0.251806  
1545         0.763583         0.274448  
1546         0.652222         0.307205  
1547         0.640713         0.303117  
1548         0.670814         0.295366  
1549         0.651521         0.285321  
1550         0.656376         0.283990  
1551         0.635100         0.274269  
1552         0.619818         0.290812  
1553         0.659085         0.261419  
1554         0.626206         0.271624  
1555         0.615110         0.285601  
1556         0.643972         0.275485  
1557         0.678695         0.227838  
1558         0.609949         0.313853  
1559         0.834454         0.207215  
1560         0.900668         0.186736  
1561         0.891423         0.193282  
1562         0.818879         0.112012  
1563         0.769375         0.083426  
1564         0.748686         0.122244  
1565         0.735189         0.152428  
1566         0.802440         0.222731  
1567         0.735380         0.210185  
1568         0.772835         0.206243  
1569         0.727469         0.230896  
1570         0.793740         0.123753  
1571         0.763071         0.230214  
1572         0.761367         0.178183  
1573         0.772518         0.166549  
1574         0.797624         0.243358  
1575         0.780759         0.160788  
1576         0.785724         0.301328  
1577         0.784801         0.268175  
1578         0.812167         0.282708  
1579         0.800584         0.268456  
1580         0.820338         0.294276  
1581         0.650549         0.338152  
1582         0.689788         0.226402  
1583         0.642739         0.239057  
1584         0.697018         0.208521  
1585         0.661971         0.130337  
1586         0.655812         0.167833  
1587         0.663815         0.206365  
1588         0.676295         0.188766  
1589         0.652949         0.282808  
1590         0.649948         0.244324  
1591         0.676223         0.232733  
1592         0.623378         0.234826  
1593         0.661209         0.217146  
1594         0.684407         0.235967  
1595         0.639556         0.247060  
1596         0.614024         0.428320  
1597         0.586278         0.449795  
1598         0.614771         0.549257  
1599         0.585602         0.517364  
1600         0.775784         0.240643  
1601         0.763125         0.263593  
1602         0.772095         0.259691  
1603         0.752165         0.335877  
1604         0.724312         0.321819  
1605         0.737269         0.356102  
1606         0.749277         0.366474  
1607         0.696296         0.371839  
1608         0.716266         0.335460  
1609         0.732269         0.284694  
1610         0.652816         0.300829  
1611         0.625056         0.302388  
1612         0.659188         0.357191  
1613         0.663313         0.315518  
1614         0.686178         0.316617  
1615         0.756676         0.216330  
1616         0.708772         0.219856  
1617         0.789877         0.152588  
1618         0.769714         0.172401  
1619         0.822605         0.163472  
1620         0.824981         0.174927  
1621         0.863880         0.196871  
1622         0.860365         0.208130  
1623         0.842815         0.186896  
1624         0.848233         0.234751  
1625         0.794952         0.269728  
1626         0.830616         0.301814  
1627         0.816390         0.314543  
1628         0.733572         0.244927  
1629         0.668583         0.220789  
1630         0.585826         0.248501  
1631         0.576178         0.242374  
1632         0.540845         0.302725  
1633         0.764223         0.250365  
1634         0.820613         0.251053  
1635         0.824355         0.252339  
1636         0.777627         0.279595  
1637         0.839870         0.150766  
1638         0.796209         0.177412  
1639         0.804467         0.134403  
1640         0.819678         0.151363  
1641         0.833033         0.200112  
1642         0.814561         0.179152  
1643         0.855100         0.170226  
1644         0.829284         0.184420  
1645         0.835672         0.207688  
1646         0.817942         0.190992  
1647         0.815695         0.200607  
1648         0.813548         0.175067  
1649         0.822676         0.160755  
1650         0.826284         0.202000  
1651         0.766376         0.221933  
1652         0.821402         0.211929  
1653         0.814037         0.201585  
1654         0.859107         0.176007  
1655         0.822913         0.188794  
1656         0.808529         0.165759  
1657         0.779471         0.206317  
1658         0.773997         0.195871  
1659         0.792226         0.191520  
1660         0.797893         0.170762  
1661         0.768705         0.193229  
1662         0.609097         0.338427  
1663         0.574330         0.292455  
1664         0.557652         0.224644  
1665         0.598737         0.495505  
1666         0.464439         0.704590  
1667         0.386987         0.622230  
1668         0.369440         0.642589  
1669         0.813638         0.094316  
1670         0.794352         0.169157  
1671         0.845345         0.135867  
1672         0.826713         0.112288  
1673         0.821362         0.140011  
1674         0.846232         0.124445  
1675         0.848841         0.108366  
1676         0.831987         0.129349  
1677         0.833153         0.108305  
1678         0.837277         0.114123  
1679         0.848399         0.092696  
1680         0.860071         0.093412  
1681         0.845393         0.082737  
1682         0.565764         0.194671  
1683         0.694193         0.133114  
1684         0.605863         0.160436  
1685         0.605244         0.203190  
1686         0.642683         0.191733  
1687         0.697810         0.165632  
1688         0.714460         0.198191  
1689         0.676519         0.169621  
1690         0.656047         0.196154  
1691         0.688922         0.195661  
1692         0.644485         0.219800  
1693         0.602668         0.277725  
1694         0.694633         0.219794  
1695         0.728972         0.178497  
1696         0.748898         0.344161  
1697         0.748167         0.209238  
1698         0.755214         0.219853  
1699         0.744346         0.178047  
1700         0.778500         0.160527  
1701         0.716567         0.146119  
1702         0.764551         0.145141  
1703         0.678828         0.195307  
1704         0.737968         0.191288  
1705         0.730893         0.241431  
1706         0.619377         0.191748  
1707         0.693552         0.245986  
1708         0.714646         0.255336  
1709         0.762089         0.221005  
1710         0.726239         0.243098  
1711         0.685533         0.271118  
1712         0.813509         0.164123  
1713         0.831810         0.180010  
1714         0.819038         0.145059  
1715         0.897641         0.166086  
1716         0.901268         0.181523  
1717         0.934374         0.116676  
1718         0.854544         0.137503  
1719         0.845981         0.140831  
1720         0.811370         0.168738  
1721         0.910497         0.174081  
1722         0.834758         0.217880  
1723         0.816322         0.231598  
1724         0.843489         0.198190  
1725         0.842873         0.208184  
1726         0.783270         0.326169  
1727         0.614520         0.348205  
1728         0.362498         0.378715  
1729         0.480281         0.395363  
1730         0.582750         0.442813  
1731         0.598805         0.415781  
1732         0.604244         0.482886  
1733         0.614189         0.425824  
1734         0.608449         0.446454  
1735         0.590229         0.443870  
1736         0.797640         0.229044  
1737         0.817198         0.183790  
1738         0.906178         0.134091  
1739         0.832503         0.285929  
1740         0.846467         0.248099  
1741              NaN              NaN  
1742         0.724581         0.248913  
1743         0.587680         0.248197  
1744         0.520914         0.327000  
1745         0.517319         0.239156  
1746         0.502728         0.320770  
1747         0.572956         0.319542  
1748         0.612341         0.378108  
1749         0.420962         0.377197  
1750         0.591727         0.365014  
1751         0.538935         0.433413  
1752         0.584634         0.438774  
1753         0.556581              NaN  
1754         0.650955         0.395127  
1755         0.614249         0.345338  
1756         0.598295         0.316302  
1757         0.651793         0.327066  
1758         0.621293         0.379784  
1759         0.644781         0.334833  
1760         0.634615         0.391874  
1761         0.483359         0.377325  
1762         0.460246         0.382291  
1763         0.465151         0.389963  
1764         0.449801         0.312846  
1765         0.434654         0.350773  
1766         0.422227         0.368089  
1767         0.384292         0.440387  
1768         0.780770         0.151584  
1769         0.639033         0.122068  
1770         0.584448         0.116881  
1771         0.598716         0.159606  
1772         0.695216         0.153950  
1773         0.705348         0.301039  
1774         0.636389         0.255499  
1775         0.520885         0.349628  
1776         0.612210         0.189025  
1777         0.509915         0.183343  
1778         0.589651         0.254418  
1779         0.708058         0.227878  
1780         0.640577         0.239573  
1781         0.640410         0.296116  
1782         0.647654         0.251242  
1783         0.678213         0.254482  
1784         0.753984         0.265322  
1785         0.675636         0.346357  
1786         0.680730         0.396720  
1787         0.702905         0.352848  
1788         0.667976         0.410067  
1789         0.703376         0.400026  
1790         0.685169         0.390319  
1791         0.693082         0.385221  
1792         0.698949         0.424707  
1793         0.621520         0.249234  
1794         0.636170         0.207652  
1795         0.573153         0.185806  
1796         0.583073         0.189014  
1797         0.512683         0.227200  
1798         0.590430         0.219648  
1799         0.570338         0.192819  
1800         0.643462         0.224596  
1801         0.594337         0.248560  
1802         0.574076         0.241076  
1803         0.588722         0.219624  
1804         0.597112         0.234764  
1805         0.608771         0.221851  
1806         0.634228         0.201132  
1807         0.687721         0.284736  
1808         0.746001         0.275255  
1809         0.770118         0.287074  
1810         0.762652         0.233014  
1811         0.762837         0.215870  
1812         0.767661         0.223985  
1813              NaN         0.291113  
1814              NaN              NaN  
1815         0.760500         0.295733  
1816         0.775128         0.244668  
1817         0.795035         0.207598  
1818         0.787243         0.302042  
1819         0.793177         0.283763  
1820         0.751660         0.298480  
1821         0.864076         0.261732  
1822         0.782353         0.241052  
1823         0.818951         0.218297  
1824         0.846380         0.231029  
1825         0.862621         0.176343  
1826         0.844498         0.173908  
1827         0.844452         0.184245  
1828         0.775744         0.252096  
1829         0.793993         0.251140  
1830         0.797785         0.219262  
1831         0.775853         0.229587  
1832         0.758572         0.209572  
1833         0.783172         0.228276  
1834         0.775203         0.251014  
1835         0.758164         0.224655  
1836         0.827417         0.260511  
1837         0.828503         0.231679  
1838         0.871968         0.226823  
1839         0.843484         0.261661  
1840         0.860642         0.231053  
1841         0.836360         0.273379  
1842         0.833771         0.259644  
1843         0.813678         0.260328  
1844         0.834294         0.281265  
1845         0.813908         0.274688  
1846         0.805674         0.264204  
1847         0.826555         0.268269  
1848         0.815383         0.292226  
1849         0.814985         0.243834  
1850         0.787372         0.295499  
1851         0.784314         0.306158  
1852         0.776779         0.273572  
1853         0.751168         0.264006  
1854         0.793431         0.254544  
1855         0.806707         0.231179  
1856         0.805346         0.252250  
1857         0.787868         0.214203  
1858         0.826393         0.253229  
1859         0.869249         0.251499  
1860         0.892661         0.299538  
1861         0.841549         0.283180  
1862         0.835861         0.280323  
1863         0.876920         0.274946  
1864         0.888966         0.221730  
1865         0.807351         0.264692  
1866         0.727946         0.195058  
1867         0.713683         0.186682  
1868         0.735559         0.158657  
1869         0.775874         0.151883  
1870         0.787154         0.122773  
1871         0.785679         0.118177  
1872         0.749193         0.130197  
1873         0.804545         0.106158  
1874         0.839981         0.103494  
1875         0.841676         0.146898  
1876         0.838989         0.202737  
1877         0.825422         0.208660  
1878         0.844809         0.219746  
1879         0.819065         0.233014  
1880         0.858956         0.178483  
1881         0.801530         0.224191  
1882         0.824885         0.180226  
1883         0.861522         0.129686  
1884         0.827956         0.198666  
1885         0.857873         0.176308  
1886         0.839730         0.237609  
1887         0.810578         0.243604  
1888         0.867409         0.222635  
1889         0.688201         0.391754  
1890         0.725643         0.362985  
1891         0.759221         0.373658  
1892         0.761240         0.350950  
1893         0.722391         0.396250  
1894         0.682261         0.203979  
1895         0.587590         0.205932  
1896         0.665097         0.217538  
1897         0.582757         0.189930  
1898         0.685243         0.215798  
1899         0.531590         0.192669  
1900         0.615128         0.221356  
1901         0.718431         0.165225  
1902         0.701386         0.240607  
1903         0.642237         0.232416  
1904         0.536226         0.222550  
1905              NaN              NaN  
1906         0.692222         0.191061  
1907         0.751160         0.185610  
1908         0.591898         0.378784  
1909         0.583224         0.374160  
1910         0.582427         0.308333  
1911         0.502691         0.284863  
1912         0.501776         0.262817  
1913         0.558500         0.265685  
1914         0.610585         0.275674  
1915         0.507435         0.321357  
1916         0.469345         0.227925  
1917         0.455182         0.295064  
1918         0.461114         0.314870  
1919         0.542806         0.213043  
1920         0.700788         0.226278  
1921         0.686748         0.245637  
1922         0.744144         0.205723  
1923         0.727505         0.122659  
1924         0.833214         0.204070  
1925         0.725965         0.250368  
1926         0.734979         0.307960  
1927         0.692035         0.327384  
1928         0.690034         0.381731  
1929         0.730680         0.372241  
1930         0.684623         0.387189  
1931         0.702698         0.350963  
1932         0.743407         0.394385  
1933         0.691082         0.344526  
1934         0.715229         0.297147  
1935         0.660861         0.264989  
1936         0.630983         0.250060  
1937         0.735503         0.218419  
1938         0.747702         0.122150  
1939         0.781189         0.210544  
1940         0.669279         0.177311  
1941         0.711885         0.182288  
1942         0.725214         0.239111  
1943         0.715079         0.178861  
1944         0.737636         0.208555  
1945         0.806428         0.224051  
1946         0.710119         0.211726  
1947         0.716004         0.235354  
1948         0.702573         0.345736  
In [85]:
happiness.rename(columns={'Country name': 'Country_name', 'Life Ladder': 'Life_ladder'}, inplace=True)
happiness
Out[85]:
Country_name year Life_ladder Log GDP per capita Social support Healthy life expectancy at birth Freedom to make life choices Generosity Perceptions of corruption Positive affect Negative affect
0 Afghanistan 2008 3.723590 7.370100 0.450662 50.799999 0.718114 0.167640 0.881686 0.517637 0.258195
1 Afghanistan 2009 4.401778 7.539972 0.552308 51.200001 0.678896 0.190099 0.850035 0.583926 0.237092
2 Afghanistan 2010 4.758381 7.646709 0.539075 51.599998 0.600127 0.120590 0.706766 0.618265 0.275324
3 Afghanistan 2011 3.831719 7.619532 0.521104 51.919998 0.495901 0.162427 0.731109 0.611387 0.267175
4 Afghanistan 2012 3.782938 7.705479 0.520637 52.240002 0.530935 0.236032 0.775620 0.710385 0.267919
5 Afghanistan 2013 3.572100 7.725029 0.483552 52.560001 0.577955 0.061148 0.823204 0.620585 0.273328
6 Afghanistan 2014 3.130896 7.718354 0.525568 52.880001 0.508514 0.104013 0.871242 0.531691 0.374861
7 Afghanistan 2015 3.982855 7.701992 0.528597 53.200001 0.388928 0.079864 0.880638 0.553553 0.339276
8 Afghanistan 2016 4.220169 7.696560 0.559072 53.000000 0.522566 0.042265 0.793246 0.564953 0.348332
9 Afghanistan 2017 2.661718 7.697381 0.490880 52.799999 0.427011 -0.121303 0.954393 0.496349 0.371326
10 Afghanistan 2018 2.694303 7.691767 0.507516 52.599998 0.373536 -0.093828 0.927606 0.424125 0.404904
11 Afghanistan 2019 2.375092 7.697248 0.419973 52.400002 0.393656 -0.108459 0.923849 0.351387 0.502474
12 Albania 2007 4.634252 9.142183 0.821372 65.800003 0.528605 -0.008999 0.874700 0.552678 0.246335
13 Albania 2009 5.485470 9.261868 0.833047 66.199997 0.525223 -0.157725 0.863665 0.640024 0.279257
14 Albania 2010 5.268937 9.303230 0.733152 66.400002 0.568958 -0.172107 0.726262 0.647908 0.300060
15 Albania 2011 5.867422 9.331056 0.759434 66.680000 0.487496 -0.204594 0.877003 0.627659 0.256577
16 Albania 2012 5.510124 9.346783 0.784502 66.959999 0.601512 -0.168862 0.847675 0.606636 0.271393
17 Albania 2013 4.550648 9.358584 0.759477 67.239998 0.631830 -0.127210 0.862905 0.633609 0.338379
18 Albania 2014 4.813763 9.378244 0.625587 67.519997 0.734648 -0.024666 0.882704 0.684911 0.334543
19 Albania 2015 4.606651 9.403102 0.639356 67.800003 0.703851 -0.080839 0.884793 0.688370 0.350427
20 Albania 2016 4.511101 9.437311 0.638411 68.099998 0.729819 -0.016982 0.901071 0.675244 0.321706
21 Albania 2017 4.639548 9.475548 0.637698 68.400002 0.749611 -0.028791 0.876135 0.669241 0.333884
22 Albania 2018 5.004403 9.517920 0.683592 68.699997 0.824212 0.008912 0.899129 0.713300 0.318997
23 Albania 2019 4.995318 9.544080 0.686365 69.000000 0.777351 -0.099263 0.914284 0.681080 0.273827
24 Albania 2020 5.364910 9.497252 0.710115 69.300003 0.753671 0.006968 0.891359 0.678661 0.265066
25 Algeria 2010 5.463567 9.286936 NaN 64.500000 0.592696 -0.205320 0.618038 NaN NaN
26 Algeria 2011 5.317194 9.296691 0.810234 64.660004 0.529561 -0.180654 0.637982 0.550203 0.254897
27 Algeria 2012 5.604596 9.310611 0.839397 64.820000 0.586663 -0.172123 0.690116 0.604023 0.229716
28 Algeria 2014 6.354898 9.335159 0.818189 65.139999 NaN NaN NaN 0.625905 0.176866
29 Algeria 2016 5.340854 9.362022 0.748588 65.500000 NaN NaN NaN 0.660510 0.377112
30 Algeria 2017 5.248912 9.354488 0.806754 65.699997 0.436670 -0.166782 0.699774 0.641980 0.288710
31 Algeria 2018 5.043086 9.348318 0.798651 65.900002 0.583381 -0.145943 0.758704 0.591043 0.292946
32 Algeria 2019 4.744627 9.336946 0.803259 66.099998 0.385083 0.005087 0.740609 0.584944 0.215198
33 Angola 2011 5.589001 8.945782 0.723094 52.500000 0.583702 0.055257 0.911320 0.658647 0.361063
34 Angola 2012 4.360250 8.991773 0.752593 53.200001 0.456029 -0.136070 0.906300 0.557908 0.304890
35 Angola 2013 3.937107 9.004611 0.721591 53.900002 0.409555 -0.103557 0.816375 0.658284 0.370875
36 Angola 2014 3.794838 9.016735 0.754615 54.599998 0.374542 -0.167723 0.834076 0.578517 0.367864
37 Argentina 2006 6.312925 9.941642 0.938463 66.820000 0.733004 -0.156675 0.851799 0.824682 0.328230
38 Argentina 2007 6.073158 10.017901 0.862206 66.940002 0.652833 -0.140777 0.881058 0.827920 0.279008
39 Argentina 2008 5.961034 10.047747 0.892195 67.059998 0.678222 -0.131532 0.864996 0.823409 0.318222
40 Argentina 2009 6.424133 9.976742 0.918693 67.180000 0.636646 -0.129735 0.884742 0.863786 0.236901
41 Argentina 2010 6.441067 10.065669 0.926799 67.300003 0.730258 -0.125682 0.854695 0.846136 0.210975
42 Argentina 2011 6.775805 10.112445 0.889073 67.480003 0.815802 -0.173993 0.754646 0.840048 0.231855
43 Argentina 2012 6.468387 10.090758 0.901776 67.660004 0.747498 -0.147609 0.816546 0.856516 0.272219
44 Argentina 2013 6.582260 10.103335 0.909874 67.839996 0.737250 -0.130118 0.822900 0.842479 0.254205
45 Argentina 2014 6.671114 10.066894 0.917870 68.019997 0.745058 -0.164154 0.854192 0.857124 0.237913
46 Argentina 2015 6.697131 10.083059 0.926492 68.199997 0.881224 -0.173848 0.850906 0.858544 0.305355
47 Argentina 2016 6.427221 10.051465 0.882819 68.400002 0.847702 -0.191756 0.850924 0.841907 0.311646
48 Argentina 2017 6.039330 10.067430 0.906699 68.599998 0.831966 -0.185805 0.841052 0.809423 0.291717
49 Argentina 2018 5.792797 10.032141 0.899912 68.800003 0.845895 -0.210507 0.855255 0.820310 0.320502
50 Argentina 2019 6.085561 10.000340 0.896371 69.000000 0.817053 -0.210719 0.830460 0.825965 0.319055
51 Argentina 2020 5.900567 9.850450 0.897104 69.199997 0.823392 -0.122354 0.815780 0.763524 0.342497
52 Armenia 2006 4.289311 9.043633 0.681877 64.800003 0.520198 -0.231024 0.849513 0.494121 0.469419
53 Armenia 2007 4.881516 9.180747 0.759644 64.900002 0.605411 -0.251157 0.817445 0.507101 0.411717
54 Armenia 2008 4.651972 9.256032 0.709486 65.000000 0.462157 -0.215314 0.876099 0.520710 0.384892
55 Armenia 2009 4.177582 9.110784 0.680007 65.099998 0.441413 -0.214106 0.881887 0.542872 0.411280
56 Armenia 2010 4.367811 9.136283 0.660342 65.199997 0.459257 -0.176145 0.890629 0.509669 0.426496
57 Armenia 2011 4.260491 9.182483 0.705108 65.360001 0.464525 -0.225479 0.874601 0.474549 0.459074
58 Armenia 2012 4.319712 9.249339 0.676446 65.519997 0.501864 -0.215200 0.892544 0.517863 0.463855
59 Armenia 2013 4.277191 9.277186 0.723260 65.680000 0.504082 -0.195492 0.899797 0.562174 0.449950
60 Armenia 2014 4.453083 9.307452 0.738764 65.839996 0.506487 -0.218481 0.920390 0.580960 0.403984
61 Armenia 2015 4.348320 9.334446 0.722551 66.000000 0.551027 -0.202627 0.901462 0.594143 0.437948
62 Armenia 2016 4.325472 9.332829 0.709218 66.300003 0.610987 -0.170423 0.921421 0.593600 0.437228
63 Armenia 2017 4.287736 9.402205 0.697925 66.599998 0.613697 -0.146842 0.864683 0.625014 0.437149
64 Armenia 2018 5.062449 9.450535 0.814449 66.900002 0.807644 -0.162588 0.676826 0.581488 0.454840
65 Armenia 2019 5.488087 9.521770 0.781604 67.199997 0.844324 -0.172369 0.583473 0.598238 0.430463
66 Australia 2005 7.340688 10.658608 0.967892 71.400002 0.934973 NaN 0.390416 0.842648 0.238012
67 Australia 2007 7.285391 10.702894 0.965276 71.720001 0.890682 0.347052 0.512578 0.826251 0.215351
68 Australia 2008 7.253757 10.718780 0.946635 71.879997 0.915733 0.305290 0.430811 0.826391 0.218427
69 Australia 2010 7.450047 10.722262 0.954520 72.199997 0.932059 0.316744 0.366127 0.834236 0.220073
70 Australia 2011 7.405616 10.732697 0.967029 72.300003 0.944586 0.369340 0.381772 0.815860 0.195324
71 Australia 2012 7.195586 10.753672 0.944599 72.400002 0.935146 0.273635 0.368252 0.810742 0.214397
72 Australia 2013 7.364169 10.761981 0.928205 72.500000 0.933379 0.268784 0.431539 0.818835 0.177142
73 Australia 2014 7.288550 10.772080 0.923799 72.599998 0.922932 0.318556 0.442021 0.775210 0.245304
74 Australia 2015 7.309061 10.779378 0.951862 72.699997 0.921871 0.331899 0.356554 0.790050 0.209637
75 Australia 2016 7.250080 10.791088 0.942334 73.000000 0.922316 0.238558 0.398545 0.790868 0.236086
76 Australia 2017 7.257038 10.797644 0.949958 73.300003 0.910550 0.317330 0.411347 0.780079 0.225361
77 Australia 2018 7.176993 10.811262 0.940137 73.599998 0.916028 0.146455 0.404647 0.759019 0.187456
78 Australia 2019 7.233995 10.814893 0.942774 73.900002 0.917537 0.120682 0.430209 0.770044 0.202190
79 Australia 2020 7.137368 10.759864 0.936517 74.199997 0.905283 0.210030 0.491095 0.769182 0.205078
80 Austria 2006 7.122211 10.841940 0.936350 70.760002 0.941382 0.302386 0.490111 0.823105 0.173812
81 Austria 2008 7.180954 10.886662 0.934593 71.080002 0.879069 0.291309 0.613625 0.832170 0.173195
82 Austria 2010 7.302679 10.861471 0.914193 71.400002 0.895980 0.130891 0.546145 0.814719 0.155793
83 Austria 2011 7.470513 10.886909 0.944157 71.540001 0.939356 0.131578 0.702721 0.789471 0.145238
84 Austria 2012 7.400689 10.889132 0.945142 71.680000 0.919704 0.117804 0.770586 0.822248 0.156675
85 Austria 2013 7.498803 10.883492 0.949809 71.820000 0.921734 0.168248 0.678937 0.787313 0.162603
86 Austria 2014 6.950000 10.882268 0.898920 71.959999 0.885027 0.117607 0.566931 0.779693 0.170150
87 Austria 2015 7.076447 10.881152 0.928110 72.099998 0.900305 0.098893 0.557480 0.798263 0.164469
88 Austria 2016 7.048072 10.890950 0.926319 72.400002 0.888514 0.079749 0.523641 0.755903 0.197424
89 Austria 2017 7.293728 10.908466 0.906218 72.699997 0.890031 0.133064 0.518304 0.747569 0.180269
90 Austria 2018 7.396002 10.927505 0.911668 73.000000 0.904112 0.053470 0.523061 0.752350 0.226059
91 Austria 2019 7.195361 10.939381 0.964489 73.300003 0.903428 0.059686 0.457089 0.774459 0.205170
92 Austria 2020 7.213489 10.851118 0.924831 73.599998 0.911910 0.011032 0.463830 0.769317 0.206500
93 Azerbaijan 2006 4.727871 9.170049 0.854415 61.880001 0.771528 -0.234837 0.774117 0.511688 0.275695
94 Azerbaijan 2007 4.568160 9.385553 0.753247 62.259998 0.522046 -0.206899 0.870910 0.520544 0.284357
95 Azerbaijan 2008 4.817189 9.465227 0.684267 62.639999 0.601043 -0.029469 0.715125 0.577820 0.226795
96 Azerbaijan 2009 4.573725 9.534023 0.735970 63.020000 0.498138 -0.086897 0.753850 0.543640 0.233942
97 Azerbaijan 2010 4.218611 9.568907 0.687001 63.400002 0.501071 -0.123218 0.858347 0.526931 0.271873
98 Azerbaijan 2011 4.680470 9.540022 0.725194 63.639999 0.537484 -0.104529 0.795119 0.535805 0.258117
99 Azerbaijan 2012 4.910772 9.548524 0.761873 63.880001 0.598859 -0.139939 0.763155 0.553869 0.266093
100 Azerbaijan 2013 5.481178 9.592381 0.769690 64.120003 0.671957 -0.167769 0.698820 0.618874 0.242455
101 Azerbaijan 2014 5.251530 9.607490 0.799433 64.360001 0.732773 -0.208170 0.653845 0.597627 0.219982
102 Azerbaijan 2015 5.146775 9.606018 0.785703 64.599998 0.764289 -0.197727 0.615553 0.606569 0.206114
103 Azerbaijan 2016 5.303895 9.563725 0.777271 64.900002 0.712573 -0.204162 0.606771 0.597593 0.191117
104 Azerbaijan 2017 5.152279 9.555448 0.787039 65.199997 0.731030 -0.225129 0.652539 0.592359 0.198319
105 Azerbaijan 2018 5.167995 9.561677 0.781230 65.500000 0.772449 -0.231613 0.561206 0.592575 0.191392
106 Azerbaijan 2019 5.173389 9.575251 0.886756 65.800003 0.854249 -0.214163 0.457261 0.642547 0.163920
107 Bahrain 2009 5.700523 10.709387 0.904143 65.940002 0.895931 0.037422 0.506104 0.763664 0.421889
108 Bahrain 2010 5.936869 10.705819 0.877115 66.300003 0.862003 -0.000584 0.714620 0.684588 0.422671
109 Bahrain 2011 4.823976 10.695849 0.907868 66.580002 0.869870 -0.051371 0.582522 0.543588 0.513719
110 Bahrain 2012 5.027187 10.715547 0.911350 66.860001 0.681823 NaN 0.437915 0.589015 0.380815
111 Bahrain 2013 6.689711 10.756761 0.883781 67.139999 0.809206 NaN 0.524703 0.768383 0.306209
112 Bahrain 2014 6.165134 10.783467 NaN 67.419998 NaN NaN NaN NaN NaN
113 Bahrain 2015 6.007375 10.785271 0.852551 67.699997 0.849521 0.112021 NaN 0.715543 0.302972
114 Bahrain 2016 6.169673 10.780850 0.862700 68.099998 0.888691 0.088187 NaN 0.787187 0.283466
115 Bahrain 2017 6.227321 10.771480 0.875747 68.500000 0.905859 0.136318 NaN 0.813571 0.289760
116 Bahrain 2019 7.098012 10.714991 0.877929 69.300003 0.906536 0.047863 NaN 0.761623 0.317106
117 Bahrain 2020 6.173176 10.619904 0.847745 69.699997 0.945233 0.132441 NaN 0.789795 0.296835
118 Bangladesh 2006 4.318909 7.782841 0.672002 59.020000 0.611664 0.068273 0.785916 0.599945 0.320793
119 Bangladesh 2007 4.607322 7.838781 0.514171 59.439999 0.604538 0.040335 0.806117 0.634599 0.313138
120 Bangladesh 2008 5.052279 7.885724 0.466553 59.860001 0.606012 -0.043634 0.801820 0.725387 0.231861
121 Bangladesh 2009 5.082851 7.923776 0.527814 60.279999 0.630931 -0.074515 0.776004 0.670300 0.223254
122 Bangladesh 2010 4.858481 7.966749 0.549398 60.700001 0.659006 -0.016196 0.773530 0.628580 0.292425
123 Bangladesh 2011 4.985649 8.017946 0.606459 61.119999 0.837995 -0.069335 0.757003 0.684994 0.234982
124 Bangladesh 2012 4.724444 8.069572 0.581765 61.540001 0.667682 -0.034349 0.764894 0.713508 0.183245
125 Bangladesh 2013 4.660161 8.116403 0.530140 61.959999 0.741518 -0.015539 0.742774 0.619046 0.246053
126 Bangladesh 2014 4.635565 8.163822 0.577065 62.380001 0.735513 -0.098169 0.789375 NaN 0.230678
127 Bangladesh 2015 4.633474 8.216118 0.601468 62.799999 0.814796 -0.068449 0.720601 0.634508 0.225754
128 Bangladesh 2016 4.556141 8.273924 0.649117 63.299999 0.874700 -0.088731 0.687854 0.559939 0.235022
129 Bangladesh 2017 4.309771 8.333532 0.712553 63.799999 0.896217 0.011620 0.635014 0.568827 0.213506
130 Bangladesh 2018 4.499217 8.398730 0.705556 64.300003 0.901471 -0.043335 0.701421 0.541345 0.361238
131 Bangladesh 2019 5.114217 8.466684 0.673172 64.800003 0.901937 -0.051466 0.656005 0.537235 0.369472
132 Bangladesh 2020 5.279987 8.472195 0.739338 65.300003 0.777467 -0.008851 0.741659 0.582381 0.331709
133 Belarus 2006 5.657650 9.489099 0.917899 61.099998 0.707080 -0.246003 0.708275 0.605487 0.269400
134 Belarus 2007 5.616976 9.576188 0.857528 61.400002 0.667300 -0.224807 0.694849 0.595992 0.234981
135 Belarus 2008 5.463332 9.676768 0.903700 61.700001 0.639924 -0.220034 0.696496 NaN 0.245659
136 Belarus 2009 5.564131 9.680996 0.907778 62.000000 0.679293 -0.202994 0.675543 0.565597 0.223292
137 Belarus 2010 5.525923 9.757792 0.918000 62.299999 0.700064 -0.162565 0.706121 0.566530 0.208272
138 Belarus 2011 5.225308 9.812018 0.909888 62.880001 0.656011 -0.167933 0.671939 0.520890 0.249455
139 Belarus 2012 5.749043 9.829665 0.901962 63.459999 0.645249 -0.217269 0.657430 0.523195 0.180765
140 Belarus 2013 5.876466 9.839491 0.922506 64.040001 0.723431 -0.177454 0.653039 0.608714 0.206220
141 Belarus 2014 5.812401 9.855708 0.880259 64.620003 0.647185 -0.048226 0.681509 0.618929 0.208536
142 Belarus 2015 5.718908 9.815067 0.924073 65.199997 0.622753 -0.091338 0.668678 0.583727 0.184310
143 Belarus 2016 5.177899 9.788223 0.926551 65.500000 0.658229 -0.125487 0.664055 0.553870 0.182106
144 Belarus 2017 5.552915 9.813574 0.900256 65.800003 0.620979 -0.121549 0.654113 0.540906 0.232768
145 Belarus 2018 5.233770 9.846136 0.904569 66.099998 0.643602 -0.174485 0.718455 0.450333 0.235729
146 Belarus 2019 5.821453 9.860039 0.916740 66.400002 0.656934 -0.185933 0.545905 0.590851 0.189821
147 Belgium 2005 7.262290 10.744605 0.934875 69.900002 0.923843 NaN 0.597554 0.796279 0.260380
148 Belgium 2007 7.218840 10.791979 0.921603 70.260002 0.900870 0.069500 0.721093 0.813477 0.217604
149 Belgium 2008 7.116591 10.788538 0.922977 70.440002 0.887027 0.006973 0.651801 0.813123 0.241798
150 Belgium 2010 6.853514 10.779181 0.930570 70.800003 0.806930 0.022295 0.697366 0.828259 0.240364
151 Belgium 2011 7.111364 10.782974 0.936955 70.919998 0.880154 -0.014154 0.711044 0.834545 0.225056
152 Belgium 2012 6.935122 10.784138 0.927117 71.040001 0.855267 -0.050071 0.757573 0.820486 0.238277
153 Belgium 2013 7.103661 10.784006 0.909186 71.160004 0.890711 0.016690 0.573664 0.797417 0.217139
154 Belgium 2014 6.855329 10.795229 0.943549 71.279999 0.860954 0.001345 0.511976 0.797634 0.251557
155 Belgium 2015 6.904219 10.809559 0.885209 71.400002 0.869475 0.062215 0.468785 0.805178 0.239959
156 Belgium 2016 6.948936 10.819170 0.928964 71.599998 0.865759 -0.055826 0.496659 0.764590 0.259653
157 Belgium 2017 6.928348 10.834178 0.921639 71.800003 0.856802 0.054314 0.543046 0.786368 0.233598
158 Belgium 2018 6.892172 10.844393 0.929816 72.000000 0.808387 -0.124600 0.630412 0.749563 0.250297
159 Belgium 2019 6.772138 10.853364 0.884230 72.199997 0.776204 -0.171521 0.672498 0.733456 0.243631
160 Belgium 2020 6.838761 10.770537 0.903559 72.400002 0.766918 -0.163784 0.633627 0.646510 0.260189
161 Belize 2007 6.450644 8.892479 0.872267 61.599998 0.705306 0.032754 0.768984 0.758783 0.250596
162 Belize 2014 5.955647 8.883127 0.756932 62.220001 0.873569 0.021996 0.782105 0.754977 0.281604
163 Benin 2006 3.329802 7.865885 0.444781 50.099998 0.580069 -0.011183 0.789862 0.587210 0.309100
164 Benin 2008 3.667140 7.915053 0.382374 50.900002 0.709477 -0.004316 0.825246 0.583623 0.302546
165 Benin 2011 3.870280 7.903917 0.477494 51.980000 0.772919 -0.142235 0.849472 0.625820 0.218678
166 Benin 2012 3.193469 7.922932 0.523027 52.259998 0.768971 -0.111311 0.805978 0.582524 0.230665
167 Benin 2013 3.479413 7.964470 0.576823 52.540001 0.783240 -0.084775 0.855956 0.702019 0.216339
168 Benin 2014 3.347419 7.998286 0.506091 52.820000 0.775546 -0.095703 0.854827 0.589645 0.273385
169 Benin 2015 3.624664 7.988194 0.434389 53.099998 0.733384 -0.026638 0.850098 0.592222 0.373397
170 Benin 2016 4.007358 7.993432 0.492816 53.500000 0.779795 -0.065072 0.837716 0.608237 0.455768
171 Benin 2017 4.853181 8.021096 0.435879 53.900002 0.726808 -0.064986 0.767235 0.614722 0.457920
172 Benin 2018 5.819827 8.058573 0.503544 54.299999 0.713264 0.002149 0.746511 0.646655 0.467872
173 Benin 2019 4.976361 8.097825 0.442154 54.700001 0.770360 -0.016129 0.698347 0.658774 0.441399
174 Benin 2020 4.407746 8.102292 0.506636 55.099998 0.783115 -0.083489 0.531884 0.608585 0.304512
175 Bhutan 2013 5.569092 9.122986 0.818949 59.599998 0.810201 0.352631 0.802428 0.778723 0.217350
176 Bhutan 2014 4.938578 9.166805 0.880342 59.900002 0.834222 0.267873 0.650338 0.858864 0.324098
177 Bhutan 2015 5.082129 9.218924 0.847574 60.200001 0.830102 0.277412 0.633956 0.809641 0.311589
178 Bolivia 2006 5.373986 8.686212 0.834280 59.000000 0.770135 -0.044180 0.794484 0.739243 0.431945
179 Bolivia 2007 5.628419 8.713645 0.796136 59.500000 0.779935 0.000676 0.816994 0.771075 0.387786
180 Bolivia 2008 5.297873 8.756404 0.785262 60.000000 0.725620 -0.091705 0.801420 0.780654 0.392080
181 Bolivia 2009 6.085579 8.772761 0.831320 60.500000 0.778939 -0.036097 0.762605 0.796764 0.372369
182 Bolivia 2010 5.780620 8.796763 0.807186 61.000000 0.703341 -0.068468 0.781343 0.766100 0.349597
183 Bolivia 2011 5.778874 8.831271 0.816783 61.340000 0.781674 -0.039204 0.824854 0.760786 0.361486
184 Bolivia 2012 6.018895 8.865225 0.780819 61.680000 0.862380 -0.014860 0.839701 0.782481 0.408880
185 Bolivia 2013 5.767429 8.915230 0.802738 62.020000 0.845932 -0.066837 0.811857 0.759099 0.410302
186 Bolivia 2014 5.864799 8.952947 0.821345 62.360001 0.881059 0.017844 0.831854 0.808609 0.398219
187 Bolivia 2015 5.834329 8.985247 0.828706 62.700001 0.883625 -0.029515 0.862374 0.785768 0.392903
188 Bolivia 2016 5.769723 9.012200 0.795959 63.000000 0.881749 -0.046750 0.852593 0.783009 0.376412
189 Bolivia 2017 5.650553 9.038804 0.778662 63.299999 0.883905 -0.120381 0.819262 0.698195 0.433944
190 Bolivia 2018 5.915734 9.065954 0.827159 63.599998 0.863247 -0.092877 0.786045 0.741973 0.387469
191 Bolivia 2019 5.674271 9.073888 0.784301 63.900002 0.881311 -0.085674 0.857220 0.751408 0.419328
192 Bolivia 2020 5.559259 8.997990 0.804811 64.199997 0.877032 -0.053764 0.868208 0.789818 0.381791
193 Bosnia and Herzegovina 2007 4.899807 9.266820 0.765604 66.040001 0.341566 0.005994 0.926125 0.612804 0.296466
194 Bosnia and Herzegovina 2009 4.963477 9.296339 0.735232 66.480003 0.257534 -0.025500 0.958740 0.571649 0.390204
195 Bosnia and Herzegovina 2010 4.668518 9.312170 0.772754 66.699997 0.364967 -0.127803 0.933030 0.516695 0.409213
196 Bosnia and Herzegovina 2011 4.994671 9.333239 0.725243 66.739998 0.333312 -0.034567 0.924784 0.596073 0.325735
197 Bosnia and Herzegovina 2012 4.773145 9.341687 0.778860 66.779999 0.419789 -0.012567 0.953422 0.547963 0.338241
198 Bosnia and Herzegovina 2013 5.123664 9.382378 0.766828 66.820000 0.390342 0.041853 0.969836 0.543630 0.314516
199 Bosnia and Herzegovina 2014 5.248954 9.411018 0.787652 66.860001 0.411937 0.231839 0.976340 0.531436 0.262175
200 Bosnia and Herzegovina 2015 5.117178 9.456696 0.655724 66.900002 0.630698 -0.054572 0.959854 0.533987 0.286234
201 Bosnia and Herzegovina 2016 5.180865 9.500314 0.807705 67.199997 0.633454 0.133866 0.957312 0.640764 0.304080
202 Bosnia and Herzegovina 2017 5.089902 9.531589 0.775295 67.500000 0.563799 0.091783 0.923343 0.597342 0.270746
203 Bosnia and Herzegovina 2018 5.887401 9.576346 0.835890 67.800003 0.658846 0.123263 0.912858 0.642940 0.277365
204 Bosnia and Herzegovina 2019 6.015522 9.608767 0.873142 68.099998 0.721563 0.079362 0.962908 0.632990 0.238069
205 Bosnia and Herzegovina 2020 5.515816 9.583344 0.898519 68.400002 0.740251 0.137954 0.916052 0.644237 0.325412
206 Botswana 2006 4.739367 9.492278 0.883036 46.820000 0.823775 -0.194722 0.723239 0.688109 0.225759
207 Botswana 2008 5.451147 9.589868 0.831905 49.860001 0.857776 -0.164389 0.806226 0.731180 0.217886
208 Botswana 2010 3.553020 9.555798 0.865625 52.900002 0.826219 -0.142860 0.813985 0.690273 0.172184
209 Botswana 2011 3.519921 9.600382 0.860028 53.680000 0.812514 -0.250003 0.816158 0.739315 0.159783
210 Botswana 2012 4.835939 9.632069 0.836743 54.459999 0.799410 -0.202824 0.814423 0.773364 0.171257
211 Botswana 2013 4.128299 9.728311 0.855571 55.240002 0.767357 -0.154177 0.748848 0.697809 0.243771
212 Botswana 2014 4.031197 9.756402 0.859478 56.020000 0.791371 -0.104892 0.743074 0.674190 0.245051
213 Botswana 2015 3.761965 9.724023 0.815656 56.799999 0.857169 -0.116254 0.860293 0.746204 0.261428
214 Botswana 2016 3.498937 9.747831 0.768303 57.500000 0.851695 -0.252724 0.729172 0.685667 0.251837
215 Botswana 2017 3.504881 9.755754 0.768259 58.200001 0.817308 -0.247892 0.731441 0.656396 0.276253
216 Botswana 2018 3.461366 9.777593 0.794936 58.900002 0.817621 -0.254148 0.806945 0.729643 0.267084
217 Botswana 2019 3.471085 9.785069 0.773667 59.599998 0.832543 -0.239001 0.792080 0.711796 0.272722
218 Brazil 2005 6.636771 9.438417 0.882923 63.299999 0.882186 NaN 0.744994 0.818337 0.301780
219 Brazil 2007 6.320673 9.514919 0.886402 63.779999 0.776645 -0.016235 0.728038 0.858976 0.299223
220 Brazil 2008 6.691425 9.554664 0.878108 64.019997 0.781931 -0.077661 0.688273 0.820272 0.265486
221 Brazil 2009 7.000832 9.543785 0.912818 64.260002 0.766716 -0.055252 0.722515 0.832505 0.274103
222 Brazil 2010 6.837331 9.606989 0.905528 64.500000 0.805949 -0.053969 0.656036 0.816655 0.249881
223 Brazil 2011 7.037817 9.636804 0.916253 64.760002 0.833656 -0.072337 0.662167 0.807467 0.267524
224 Brazil 2012 6.660004 9.646898 0.890314 65.019997 0.848606 NaN 0.622543 0.754625 0.349759
225 Brazil 2013 7.140283 9.667768 0.910422 65.279999 0.784815 -0.094682 0.706954 0.817662 0.275668
226 Brazil 2014 6.980999 9.664237 0.898316 65.540001 0.713814 -0.115171 0.710303 0.788230 0.273541
227 Brazil 2015 6.546897 9.619746 0.906693 65.800003 0.798935 -0.015562 0.771339 0.755194 0.324699
228 Brazil 2016 6.374817 9.578201 0.912455 66.000000 0.806572 -0.100316 0.781093 0.763112 0.302084
229 Brazil 2017 6.332929 9.583272 0.904694 66.199997 0.764793 -0.175128 0.794457 0.715945 0.307717
230 Brazil 2018 6.190922 9.588520 0.881505 66.400002 0.750609 -0.117002 0.763251 0.749728 0.349656
231 Brazil 2019 6.451149 9.592306 0.899175 66.599998 0.830206 -0.061973 0.761841 0.760846 0.337051
232 Brazil 2020 6.109718 9.522141 0.830832 66.800003 0.786235 -0.052820 0.728772 0.692024 0.389139
233 Bulgaria 2007 3.843798 9.715486 0.831508 65.099998 0.565787 -0.137790 0.976061 0.594433 0.226256
234 Bulgaria 2010 3.912276 9.765453 0.843272 65.699997 0.544536 -0.144253 0.940970 0.545824 0.237594
235 Bulgaria 2011 3.875382 9.795103 0.860272 65.800003 0.663528 -0.227830 0.947979 0.533738 0.270931
236 Bulgaria 2012 4.222297 9.804495 0.837967 65.900002 0.641256 -0.171941 0.938209 0.573091 0.236633
237 Bulgaria 2013 3.993021 9.813273 0.829132 66.000000 0.603213 -0.190944 0.962047 0.622750 0.278313
238 Bulgaria 2014 4.438440 9.837726 0.885949 66.099998 0.575596 -0.054812 0.954637 0.627810 0.235594
239 Bulgaria 2015 4.865401 9.883226 0.907517 66.199997 0.636818 -0.199828 0.941280 0.642794 0.214224
240 Bulgaria 2016 4.837561 9.927648 0.926036 66.400002 0.700266 -0.170193 0.935988 0.621855 0.171700
241 Bulgaria 2017 5.096902 9.969418 0.941755 66.599998 0.689047 -0.154141 0.910800 0.614217 0.188637
242 Bulgaria 2018 5.098814 10.007013 0.923853 66.800003 0.724336 -0.176177 0.952014 0.639022 0.189091
243 Bulgaria 2019 5.108438 10.047213 0.948204 67.000000 0.821930 -0.108587 0.942806 0.662825 0.199888
244 Bulgaria 2020 5.597723 9.990658 0.916242 67.199997 0.818225 -0.004322 0.900633 0.705835 0.221351
245 Burkina Faso 2006 3.801491 7.366805 0.796405 46.660000 0.588338 0.028233 0.797701 0.716253 0.265572
246 Burkina Faso 2007 4.017130 7.376977 0.770785 47.419998 0.582292 -0.060116 0.832765 0.650698 0.280695
247 Burkina Faso 2008 3.846439 7.403108 0.726651 48.180000 0.612064 -0.100825 0.887124 0.523474 0.303892
248 Burkina Faso 2010 4.035561 7.452925 0.773104 49.700001 0.586581 -0.036145 0.767335 0.590039 0.216673
249 Burkina Faso 2011 4.785367 7.486960 0.709528 50.240002 0.724568 -0.104568 0.706798 0.578625 0.204736
250 Burkina Faso 2012 3.955008 7.519517 0.743766 50.779999 0.621849 -0.069597 0.726287 0.544851 0.299723
251 Burkina Faso 2013 3.325950 7.546011 0.745217 51.320000 0.741257 -0.015849 0.764721 0.629771 0.286766
252 Burkina Faso 2014 3.481348 7.558751 0.742262 51.860001 0.709965 -0.003699 0.800758 0.613732 0.255644
253 Burkina Faso 2015 4.418930 7.567736 0.705393 52.400002 0.659103 0.003571 0.692724 0.579356 0.359288
254 Burkina Faso 2016 4.205635 7.596462 0.764401 52.900002 0.644682 -0.000543 0.720542 0.616067 0.337300
255 Burkina Faso 2017 4.646891 7.627303 0.784761 53.400002 0.613775 -0.063232 0.727451 0.585172 0.353821
256 Burkina Faso 2018 4.927236 7.664604 0.664859 53.900002 0.720743 -0.013175 0.757399 0.710884 0.342866
257 Burkina Faso 2019 4.740893 7.691488 0.683102 54.400002 0.677547 -0.004090 0.729397 0.690926 0.364775
258 Burundi 2008 3.563228 6.718762 0.290934 49.020000 0.260069 -0.018894 0.859814 0.439698 0.252771
259 Burundi 2009 3.791681 6.723309 0.325693 49.660000 0.427356 -0.019278 0.718203 0.640622 0.163643
260 Burundi 2011 3.705894 6.748176 0.422240 50.680000 0.489863 -0.062434 0.677108 0.688907 0.190345
261 Burundi 2014 2.904535 6.786983 0.564678 51.820000 0.431385 -0.058800 0.807619 0.655664 0.251095
262 Burundi 2018 3.775283 6.635322 0.484715 53.400002 0.646399 -0.023876 0.598608 0.666442 0.362767
263 Cambodia 2006 3.568745 7.746449 0.793081 55.299999 NaN 0.255207 0.829181 0.718541 0.341023
264 Cambodia 2007 4.155971 7.828794 0.675132 56.099998 0.818700 0.115517 0.878508 NaN 0.320335
265 Cambodia 2008 4.462164 7.878774 0.619264 56.900002 0.914173 0.045451 0.888392 0.739183 0.335324
266 Cambodia 2009 4.110626 7.864644 0.818258 57.700001 0.937233 0.152493 0.964779 0.796208 0.187687
267 Cambodia 2010 4.141072 7.907173 0.697164 58.500000 0.940131 0.349865 0.895714 0.774445 0.421966
268 Cambodia 2011 4.161225 7.959593 0.715519 58.880001 0.927462 0.418499 0.775356 0.799231 0.307869
269 Cambodia 2012 3.898707 8.013871 0.605529 59.259998 0.955596 0.246725 0.890136 0.820461 0.351859
270 Cambodia 2013 3.674467 8.068359 0.650590 59.639999 0.940593 0.163847 0.811992 0.791689 0.440312
271 Cambodia 2014 3.883306 8.120969 0.693434 60.020000 0.937545 0.239398 0.842555 0.783240 0.481934
272 Cambodia 2015 4.162165 8.172928 0.728610 60.400002 0.956320 0.210083 0.825130 0.812530 0.399103
273 Cambodia 2016 4.461259 8.225224 0.745901 60.799999 0.957821 0.076060 0.840417 0.838552 0.398200
274 Cambodia 2017 4.585842 8.275981 0.765095 61.200001 0.963775 0.087969 0.821023 0.798617 0.408284
275 Cambodia 2018 5.121838 8.333111 0.794605 61.599998 0.958305 0.035572 NaN 0.844593 0.414346
276 Cambodia 2019 4.998285 8.386811 0.759175 62.000000 0.956799 0.013223 0.828444 0.844354 0.389586
277 Cambodia 2020 4.376985 8.361936 0.724423 62.400002 0.963075 0.052430 0.863054 0.877954 0.389852
278 Cameroon 2006 3.851072 8.007079 0.689601 45.980000 0.653423 -0.009350 0.907068 0.605588 0.270874
279 Cameroon 2007 4.349939 8.027517 0.717394 46.560001 0.643884 -0.031391 0.910350 0.634789 0.248631
280 Cameroon 2008 4.291800 8.034303 0.696716 47.139999 0.580257 -0.068993 0.945003 0.600211 0.312485
281 Cameroon 2009 4.741408 8.028528 0.728694 47.720001 0.698030 -0.016778 0.925447 0.593139 0.249822
282 Cameroon 2010 4.554257 8.034702 0.758641 48.299999 0.792220 0.002303 0.874719 0.606357 0.273786
283 Cameroon 2011 4.433885 8.047761 0.737993 48.700001 0.816694 -0.028886 0.869616 0.597826 0.271676
284 Cameroon 2012 4.244634 8.064879 0.742837 49.099998 0.766064 -0.032058 0.898029 0.617999 0.284448
285 Cameroon 2013 4.271038 8.090330 0.760194 49.500000 0.794076 -0.030284 0.867257 0.681132 0.268199
286 Cameroon 2014 4.240441 8.120489 0.777777 49.900002 0.794646 -0.071320 0.855850 0.622733 0.216040
287 Cameroon 2015 5.037965 8.148646 0.646312 50.299999 0.791429 0.049315 0.868049 0.650875 0.346430
288 Cameroon 2016 4.816232 8.167479 0.659300 51.099998 0.712507 -0.003486 0.879451 0.661523 0.367093
289 Cameroon 2017 5.074051 8.175977 0.694596 51.900002 0.766945 -0.028414 0.843586 0.632339 0.377499
290 Cameroon 2018 5.250738 8.189674 0.676825 52.700001 0.816305 0.035603 0.884442 0.642437 0.355642
291 Cameroon 2019 4.936738 8.203218 0.710965 53.500000 0.711500 -0.007858 0.817170 0.629451 0.326395
292 Cameroon 2020 5.241078 8.174634 0.720047 54.299999 0.674509 0.049266 0.836517 0.629615 0.386479
293 Canada 2005 7.418048 10.651751 0.961552 71.300003 0.957306 0.256230 0.502681 0.838544 0.233278
294 Canada 2007 7.481753 10.739180 NaN 71.660004 0.930341 0.249479 0.405608 0.871604 0.256810
295 Canada 2008 7.485604 10.738377 0.938707 71.839996 0.926315 0.261585 0.369588 0.890220 0.202175
296 Canada 2009 7.487824 10.697238 0.942845 72.019997 0.915058 0.246217 0.412622 0.867433 0.247633
297 Canada 2010 7.650346 10.716547 0.953765 72.199997 0.933949 0.230451 0.412660 0.878868 0.233113
298 Canada 2011 7.426054 10.737743 0.921669 72.360001 0.950925 0.253151 0.432992 0.881385 0.247729
299 Canada 2012 7.415144 10.744354 0.948128 72.519997 0.917961 0.290013 0.465602 0.856704 0.229332
300 Canada 2013 7.593794 10.756812 0.936239 72.680000 0.916014 0.315646 0.406236 0.851297 0.262850
301 Canada 2014 7.304258 10.775055 0.917836 72.839996 0.938898 0.269858 0.441735 0.833404 0.258602
302 Canada 2015 7.412773 10.774161 0.939067 73.000000 0.931469 0.252821 0.427152 0.845328 0.286280
303 Canada 2016 7.244846 10.772802 0.924393 73.199997 0.912424 0.211162 0.385090 0.824586 0.237423
304 Canada 2017 7.414868 10.792074 0.933749 73.400002 0.945145 0.162910 0.362034 0.862773 0.217981
305 Canada 2018 7.175497 10.798032 0.922719 73.599998 0.945783 0.106098 0.371741 0.823669 0.259398
306 Canada 2019 7.109076 10.800216 0.925304 73.800003 0.911526 0.111591 0.436434 0.822443 0.284834
307 Canada 2020 7.024905 10.729514 0.930611 74.000000 0.886892 0.049637 0.434012 0.795949 0.306674
308 Central African Republic 2007 4.160130 6.987199 0.532297 40.900002 0.662871 0.081043 0.782131 0.567980 0.329995
309 Central African Republic 2010 3.567893 7.091202 0.483334 42.700001 0.689951 -0.035954 0.845377 0.523006 0.256705
310 Central African Republic 2011 3.677826 7.125054 0.387391 43.080002 0.780018 -0.015844 0.834499 0.524068 0.277180
311 Central African Republic 2016 2.693061 6.785016 0.290184 44.900002 0.624057 0.032623 0.859073 0.578654 0.494268
312 Central African Republic 2017 3.475862 6.816519 0.319589 45.200001 0.645252 0.072786 0.889566 0.613865 0.599335
313 Chad 2006 3.434801 7.360411 0.724308 43.180000 0.306132 0.027806 0.961074 0.580500 0.262727
314 Chad 2007 4.141327 7.358672 0.478951 43.660000 0.294612 -0.011461 0.873610 0.613522 0.245208
315 Chad 2008 4.632468 7.355508 0.570835 44.139999 0.526610 0.062640 0.943554 0.569130 0.225484
316 Chad 2009 3.639445 7.363704 0.645714 44.619999 0.401370 0.021430 0.931181 0.556809 0.221047
317 Chad 2010 3.742871 7.457431 0.733714 45.099998 0.504613 0.024908 0.857664 0.544883 0.287241
318 Chad 2011 4.393482 7.424624 0.818844 45.419998 0.540268 0.030600 0.876384 0.591423 0.289146
319 Chad 2012 4.032975 7.476016 0.672866 45.740002 0.562908 -0.034040 0.884476 0.526546 0.315747
320 Chad 2013 3.507663 7.497941 0.714145 46.060001 0.488210 -0.045458 0.881972 0.461591 0.314174
321 Chad 2014 3.460183 7.531695 0.733067 46.380001 0.566795 -0.069863 0.880934 0.536371 0.328529
322 Chad 2015 4.322675 7.526775 0.751252 46.700001 0.474361 -0.028660 0.888639 0.606683 0.358438
323 Chad 2016 4.029350 7.430738 0.616205 47.200001 0.525222 0.052052 0.819789 0.582458 0.467567
324 Chad 2017 4.558937 7.369620 0.660616 47.700001 0.614850 0.007875 0.792390 0.627503 0.538245
325 Chad 2018 4.486325 7.362847 0.577254 48.200001 0.650355 0.024237 0.762879 0.552737 0.543836
326 Chad 2019 4.250799 7.364944 0.640452 48.700001 0.537246 0.055001 0.832283 0.587211 0.460061
327 Chile 2006 6.062852 9.849908 0.835544 68.660004 0.744292 0.168375 0.633630 0.804136 0.347657
328 Chile 2007 5.697930 9.887110 0.814621 68.720001 0.661905 0.243907 0.722671 0.766979 0.342262
329 Chile 2008 5.789439 9.911082 0.803759 68.779999 0.640202 0.083843 0.740667 0.756524 0.329703
330 Chile 2009 6.493686 9.884724 0.831582 68.839996 0.746614 0.149212 0.734211 0.808314 0.299891
331 Chile 2010 6.635656 9.931132 0.856955 68.900002 0.786367 0.107834 0.701825 0.809173 0.300117
332 Chile 2011 6.526335 9.980473 0.819079 69.040001 0.700734 0.111660 0.752756 0.803743 0.316876
333 Chile 2012 6.599129 10.022662 0.855236 69.180000 0.733611 0.195193 0.782117 0.815391 0.287592
334 Chile 2013 6.740154 10.052527 0.862405 69.320000 0.736887 0.084833 0.741155 0.855062 0.285454
335 Chile 2014 6.844238 10.059429 0.861552 69.459999 0.733326 0.217238 0.758498 0.869811 0.276103
336 Chile 2015 6.532750 10.070428 0.827142 69.599998 0.768881 0.040594 0.811511 0.803025 0.332747
337 Chile 2016 6.579056 10.074142 0.841388 69.699997 0.652290 0.102443 0.858125 0.869229 0.283042
338 Chile 2017 6.320119 10.071705 0.879841 69.800003 0.790116 -0.020043 0.835988 0.838475 0.291042
339 Chile 2018 6.436221 10.096529 0.890085 69.900002 0.788530 -0.059724 0.816297 0.832562 0.275820
340 Chile 2019 5.942250 10.095188 0.869122 70.000000 0.659177 -0.102766 0.860492 0.808617 0.337244
341 Chile 2020 6.150643 10.020142 0.888412 70.099998 0.781384 0.032991 0.811819 0.814603 0.336029
342 China 2006 4.560495 8.696120 0.747011 66.879997 NaN NaN NaN 0.809295 0.169580
343 China 2007 4.862862 8.823954 0.810852 67.059998 NaN -0.176243 NaN 0.817485 0.158614
344 China 2008 4.846295 8.910992 0.748287 67.239998 0.853072 -0.092472 NaN 0.817443 0.146963
345 China 2009 4.454361 8.995857 0.798034 67.419998 0.771143 -0.160481 NaN 0.785806 0.161650
346 China 2010 4.652737 9.092104 0.767753 67.599998 0.804794 -0.133318 NaN 0.765265 0.158100
347 China 2011 5.037208 9.178532 0.787171 67.760002 0.824162 -0.186383 NaN 0.820074 0.133503
348 China 2012 5.094917 9.249320 0.787818 67.919998 0.808255 -0.184676 NaN 0.820785 0.158703
349 China 2013 5.241090 9.319200 0.777896 68.080002 0.804724 -0.157777 NaN 0.836431 0.142211
350 China 2014 5.195619 9.385755 0.820366 68.239998 NaN -0.216772 NaN 0.853975 0.111518
351 China 2015 5.303878 9.448723 0.793734 68.400002 NaN -0.244435 NaN 0.808911 0.171315
352 China 2016 5.324956 9.509552 0.741703 68.699997 NaN -0.227522 NaN 0.826144 0.145625
353 China 2017 5.099061 9.571116 0.772033 69.000000 0.877618 -0.174832 NaN 0.821097 0.214005
354 China 2018 5.131434 9.631892 0.787605 69.300003 0.895378 -0.158510 NaN 0.855784 0.189640
355 China 2019 5.144120 9.687612 0.821936 69.599998 0.927356 -0.173036 NaN 0.890780 0.146512
356 China 2020 5.771065 9.701755 0.808334 69.900002 0.891123 -0.103214 NaN 0.789345 0.244918
357 Colombia 2006 6.024943 9.277375 0.910293 65.220001 0.804662 -0.014981 0.807830 0.799651 0.325588
358 Colombia 2007 6.138412 9.330238 0.893707 65.339996 0.785866 -0.040381 0.859761 0.808266 0.287090
359 Colombia 2008 6.168395 9.350784 0.880067 65.459999 0.795084 -0.041800 0.763224 0.803400 0.307162
360 Colombia 2009 6.271605 9.350991 0.885927 65.580002 0.757101 -0.054762 0.837143 0.842629 0.273131
361 Colombia 2010 6.408113 9.384451 0.892993 65.699997 0.816121 -0.049532 0.814524 0.830626 0.264659
362 Colombia 2011 6.463953 9.441931 0.904147 65.919998 0.810907 -0.073486 0.847269 0.831615 0.285959
363 Colombia 2012 6.374880 9.471291 0.914373 66.139999 0.827868 -0.009422 0.868372 0.845918 0.293702
364 Colombia 2013 6.606551 9.512274 0.900778 66.360001 0.841173 -0.070860 0.898202 0.850565 0.278114
365 Colombia 2014 6.448789 9.546183 0.907403 66.580002 0.801191 -0.090322 0.886646 0.847080 0.278056
366 Colombia 2015 6.387572 9.563641 0.889900 66.800003 0.790898 -0.100126 0.842899 0.839295 0.291769
367 Colombia 2016 6.233715 9.570699 0.881900 67.099998 0.834966 -0.100342 0.897554 0.793531 0.294223
368 Colombia 2017 6.157342 9.569167 0.909250 67.400002 0.837555 -0.157137 0.875018 0.836927 0.299309
369 Colombia 2018 5.983512 9.578836 0.870970 67.699997 0.850766 -0.148472 0.854821 0.825455 0.300624
370 Colombia 2019 6.350298 9.597702 0.872579 68.000000 0.821501 -0.172131 0.853646 0.822490 0.321806
371 Colombia 2020 5.709175 9.495491 0.797035 68.300003 0.840186 -0.084642 0.807964 0.795133 0.340159
372 Comoros 2009 3.476027 7.951781 0.629427 54.360001 0.507845 -0.073564 0.838116 0.671982 0.167317
373 Comoros 2010 3.812191 7.964951 0.721343 54.700001 0.528675 0.005319 0.741182 0.727508 0.177948
374 Comoros 2011 3.838486 7.980955 0.721833 55.020000 0.499674 -0.074848 0.731508 0.666620 0.173323
375 Comoros 2012 3.955640 7.988264 0.719218 55.340000 0.534041 -0.120782 0.651009 0.612241 0.211844
376 Comoros 2018 3.972820 8.028402 0.621303 57.200001 0.560182 0.085823 0.793758 0.747742 0.337494
377 Comoros 2019 4.608616 8.033134 0.632013 57.500000 0.538262 0.077253 0.762232 0.736222 0.336163
378 Congo (Brazzaville) 2008 3.819792 8.082047 0.554772 52.200001 0.525747 -0.098091 NaN 0.573002 0.297790
379 Congo (Brazzaville) 2011 4.509824 8.180340 0.637118 54.580002 0.744807 -0.109149 0.832714 0.621050 0.287876
380 Congo (Brazzaville) 2012 3.919342 8.191727 0.622330 54.959999 0.772511 -0.111643 0.799654 0.564220 0.322583
381 Congo (Brazzaville) 2013 3.954951 8.200904 0.679935 55.340000 0.725816 -0.077837 0.751724 0.609986 0.291402
382 Congo (Brazzaville) 2014 4.056013 8.242097 0.685935 55.720001 0.661638 -0.110425 0.808413 0.595255 0.400229
383 Congo (Brazzaville) 2015 4.690830 8.243382 0.642136 56.099998 0.850172 -0.103922 0.841359 0.606044 0.260671
384 Congo (Brazzaville) 2016 4.119493 8.189586 0.615449 56.700001 0.785907 -0.071726 0.790386 0.610305 0.303667
385 Congo (Brazzaville) 2017 4.883991 8.145705 0.655441 57.299999 0.777783 -0.130517 0.762783 0.598952 0.381641
386 Congo (Brazzaville) 2018 5.490214 8.135762 0.620623 57.900002 0.698700 -0.092254 0.738020 0.587507 0.447646
387 Congo (Brazzaville) 2019 5.212623 8.101092 0.624768 58.500000 0.686452 -0.046051 0.740589 0.645254 0.405041
388 Congo (Kinshasa) 2009 3.983849 6.728164 0.733060 49.340000 0.556488 -0.022004 0.824010 0.491489 0.282622
389 Congo (Kinshasa) 2011 4.516964 6.796630 0.743947 50.340000 0.631109 -0.025286 0.856495 0.616806 0.208352
390 Congo (Kinshasa) 2012 4.639227 6.831725 0.769546 50.779999 0.557286 -0.034522 0.807407 0.634003 0.229651
391 Congo (Kinshasa) 2013 4.497477 6.879825 0.829852 51.220001 0.480394 0.012176 0.912992 0.589168 0.187095
392 Congo (Kinshasa) 2014 4.414300 6.937111 0.822286 51.660000 0.556099 0.009187 0.813676 0.558870 0.304635
393 Congo (Kinshasa) 2015 3.902742 6.970958 0.767236 52.099998 0.573764 -0.047585 0.866378 0.589131 0.301049
394 Congo (Kinshasa) 2016 4.521935 6.961839 0.864155 52.500000 0.637367 -0.024395 0.875000 0.646270 0.222411
395 Congo (Kinshasa) 2017 4.311033 6.965846 0.669688 52.900002 0.704240 0.068378 0.809182 0.550526 0.404262
396 Costa Rica 2006 7.082465 9.564669 0.936938 69.940002 0.882420 0.060331 0.797522 0.867740 0.235549
397 Costa Rica 2007 7.432132 9.629647 0.917678 69.879997 0.922736 0.097860 0.819655 0.875299 0.240080
398 Costa Rica 2008 6.850680 9.661901 0.915759 69.820000 0.912006 0.095703 0.815713 0.844217 0.232947
399 Costa Rica 2009 7.614929 9.639322 0.899782 69.760002 0.886061 0.065291 0.786559 0.876206 0.217024
400 Costa Rica 2010 7.271054 9.675203 0.915141 69.699997 0.881030 0.047454 0.762587 0.886287 0.221241
401 Costa Rica 2011 7.228889 9.705276 0.892048 69.900002 0.926106 -0.033006 0.836583 0.875645 0.269225
402 Costa Rica 2012 7.272250 9.740347 0.902207 70.099998 0.928914 0.045841 0.794301 0.896885 0.263027
403 Costa Rica 2013 7.158000 9.751308 0.902069 70.300003 0.897879 0.018084 0.812863 0.850213 0.278147
404 Costa Rica 2014 7.247086 9.774683 0.914211 70.500000 0.926707 0.009626 0.788037 0.836786 0.289529
405 Costa Rica 2015 6.854004 9.799487 0.878273 70.699997 0.906926 -0.059072 0.761419 0.849710 0.286440
406 Costa Rica 2016 7.135618 9.830494 0.900701 70.900002 0.872972 -0.032443 0.780562 0.873584 0.281422
407 Costa Rica 2017 7.225182 9.858093 0.921697 71.099998 0.935618 -0.076224 0.742351 0.874396 0.275440
408 Costa Rica 2018 7.141075 9.874401 0.875872 71.300003 0.941888 -0.106974 0.781302 0.870098 0.325867
409 Costa Rica 2019 6.997619 9.885447 0.906077 71.500000 0.926830 -0.145994 0.835628 0.848348 0.303327
410 Croatia 2007 5.820908 10.161589 0.909822 67.120003 0.662206 -0.091904 0.934274 0.586316 0.337085
411 Croatia 2009 5.433320 10.103759 0.860663 67.639999 0.549258 -0.270663 0.958131 0.636663 0.272170
412 Croatia 2010 5.595575 10.090949 0.796392 67.900002 0.564373 -0.237075 0.972739 0.606828 0.258887
413 Croatia 2011 5.385373 10.091299 0.789739 68.000000 0.516932 -0.197630 0.976777 0.597510 0.272980
414 Croatia 2012 6.027635 10.071725 0.775818 68.099998 0.541910 -0.242314 0.923860 0.621575 0.271041
415 Croatia 2013 5.885463 10.069010 0.751262 68.199997 0.626700 -0.203897 0.936060 0.589998 0.284730
416 Croatia 2014 5.380692 10.072043 0.645698 68.300003 0.518878 0.132080 0.917735 0.596179 0.285895
417 Croatia 2015 5.205438 10.104363 0.768363 68.400002 0.693523 -0.096478 0.848546 0.608886 0.294019
418 Croatia 2016 5.416875 10.145592 0.798332 69.000000 0.671971 -0.064612 0.884060 0.613686 0.336541
419 Croatia 2017 5.343166 10.188506 0.770310 69.599998 0.715822 -0.104344 0.891560 0.655305 0.316488
420 Croatia 2018 5.536271 10.224031 0.909807 70.199997 0.690856 -0.150750 0.925408 0.582044 0.290376
421 Croatia 2019 5.625744 10.257958 0.935989 70.800003 0.739301 -0.137393 0.931615 0.550690 0.269155
422 Croatia 2020 6.507992 10.165817 0.922913 71.400002 0.836658 -0.062968 0.960939 0.742781 0.285610
423 Cuba 2006 5.417869 NaN 0.969595 68.440002 0.281458 NaN NaN 0.646712 0.276602
424 Cyprus 2006 6.237958 10.565565 0.878201 71.440002 0.836101 0.018175 0.712469 0.829413 0.253212
425 Cyprus 2009 6.833477 10.557503 0.811736 72.160004 0.774591 0.054318 0.801424 0.746213 0.329308
426 Cyprus 2010 6.386546 10.551297 0.822124 72.400002 0.755363 0.072533 0.833427 0.786111 0.295706
427 Cyprus 2011 6.689609 10.529789 0.843655 72.540001 0.745469 0.179634 0.840676 0.763074 0.272300
428 Cyprus 2012 6.180507 10.479476 0.767177 72.680000 0.724630 0.098052 0.870692 0.755317 0.368633
429 Cyprus 2013 5.438952 10.414024 0.744032 72.820000 0.656268 0.101920 0.867310 0.747812 0.420259
430 Cyprus 2014 5.627124 10.406218 0.770176 72.959999 0.715066 0.059810 0.868238 0.737284 0.397173
431 Cyprus 2015 5.439161 10.445101 0.769556 73.099998 0.628035 0.113800 0.892795 0.746730 0.383106
432 Cyprus 2016 5.794619 10.505802 0.786438 73.300003 0.756221 -0.030234 0.897640 0.742049 0.336345
433 Cyprus 2017 6.062051 10.539188 0.818671 73.500000 0.811671 0.043223 0.851206 0.784188 0.300517
434 Cyprus 2018 6.276443 10.566755 0.825573 73.699997 0.794215 -0.022269 0.848337 0.750122 0.298021
435 Cyprus 2019 6.136833 10.585187 0.776078 73.900002 0.740058 -0.007663 0.865294 0.762677 0.290225
436 Cyprus 2020 6.259810 NaN 0.805559 74.099998 0.762782 NaN 0.816232 0.758863 0.283522
437 Czech Republic 2005 6.439257 10.324370 0.918759 67.000000 0.865235 NaN 0.900733 0.722875 0.257949
438 Czech Republic 2007 6.500194 10.436629 0.899779 67.440002 0.798949 -0.063437 0.927871 0.736434 0.276907
439 Czech Republic 2010 6.249618 10.419456 0.934161 68.099998 0.779112 -0.041806 0.925964 0.641369 0.244084
440 Czech Republic 2011 6.331491 10.435011 0.913511 68.239998 0.787180 -0.106459 0.949788 0.600926 0.252809
441 Czech Republic 2012 6.334149 10.425581 0.912427 68.379997 0.739809 -0.153753 0.956800 0.609041 0.256508
442 Czech Republic 2013 6.697656 10.420401 0.888043 68.519997 0.725946 -0.155719 0.915899 0.719958 0.252653
443 Czech Republic 2014 6.483730 10.446137 0.877915 68.660004 0.800421 -0.167946 0.896881 0.678407 0.235221
444 Czech Republic 2015 6.608017 10.495902 0.911363 68.800003 0.808484 -0.145857 0.886467 0.750774 0.206081
445 Czech Republic 2016 6.735627 10.518191 0.930593 69.300003 0.850328 -0.197475 0.900431 0.755702 0.201042
446 Czech Republic 2017 6.789568 10.558141 0.900969 69.800003 0.831786 -0.176520 0.866525 0.738744 0.226650
447 Czech Republic 2018 7.034165 10.582860 0.929164 70.300003 0.790132 -0.291852 0.851382 0.713700 0.178068
448 Czech Republic 2020 6.897091 10.530134 0.964054 71.300003 0.906422 -0.127022 0.883700 0.832058 0.290442
449 Denmark 2005 8.018934 10.851397 0.972372 69.599998 0.971135 NaN 0.236522 0.859549 0.153672
450 Denmark 2007 7.834233 10.891111 0.954201 69.919998 0.932086 0.240024 0.206006 0.827860 0.194324
451 Denmark 2008 7.970892 10.880102 0.953912 70.080002 0.969788 0.272087 0.247505 0.756866 0.163091
452 Denmark 2009 7.683359 10.824442 0.938892 70.239998 0.949336 0.263550 0.205770 0.748949 0.233585
453 Denmark 2010 7.770515 10.838536 0.974977 70.400002 0.943631 0.242442 0.174896 0.784827 0.154563
454 Denmark 2011 7.788232 10.847698 0.961736 70.620003 0.934760 0.297531 0.220043 0.769436 0.174883
455 Denmark 2012 7.519909 10.846198 0.951437 70.839996 0.932628 0.138761 0.187408 0.773764 0.208570
456 Denmark 2013 7.588607 10.851319 0.964708 71.059998 0.920255 0.214793 0.170042 0.862347 0.194674
457 Denmark 2014 7.507559 10.862313 0.956344 71.279999 0.941572 0.118037 0.237218 0.832483 0.232613
458 Denmark 2015 7.514425 10.878405 0.959701 71.500000 0.941436 0.222084 0.191016 0.829217 0.217578
459 Denmark 2016 7.557783 10.902544 0.954452 71.800003 0.948231 0.137807 0.209893 0.836116 0.207583
460 Denmark 2017 7.593702 10.916268 0.952100 72.099998 0.955416 0.155435 0.181148 0.823667 0.205775
461 Denmark 2018 7.648786 10.934941 0.958219 72.400002 0.935438 0.018000 0.150607 0.821423 0.206053
462 Denmark 2019 7.693003 10.954033 0.957706 72.699997 0.963318 0.020324 0.174151 0.861935 0.181071
463 Denmark 2020 7.514631 10.909995 0.947371 73.000000 0.937932 0.052293 0.213842 0.817664 0.227102
464 Djibouti 2008 5.009330 8.111199 0.690440 53.259998 0.773457 0.128720 0.576098 0.754546 0.120192
465 Djibouti 2009 4.905925 7.926556 0.900565 53.779999 0.649316 0.004683 0.634223 0.662168 0.232133
466 Djibouti 2010 5.005811 7.811863 NaN 54.299999 0.763730 -0.058336 0.596910 NaN NaN
467 Djibouti 2011 4.369194 7.880099 0.632973 54.700001 0.746439 -0.057319 0.518930 0.579303 0.180593
468 Dominican Republic 2006 5.087968 9.313571 0.918899 62.680000 0.858241 0.037693 0.754729 0.747728 0.274338
469 Dominican Republic 2007 5.081306 9.372158 0.847545 62.959999 0.886247 -0.007659 0.771574 0.766554 0.260099
470 Dominican Republic 2008 4.842306 9.391065 0.850137 63.240002 0.848117 -0.045099 0.727598 0.731573 0.329416
471 Dominican Republic 2009 5.431614 9.388014 0.878161 63.520000 0.862979 -0.052841 0.805910 0.785393 0.279788
472 Dominican Republic 2010 4.735021 9.455829 0.859969 63.799999 0.823903 -0.074849 0.779742 0.787006 0.281695
473 Dominican Republic 2011 5.396535 9.474575 0.872086 64.019997 0.847975 0.013953 0.788255 0.808841 0.299839
474 Dominican Republic 2012 4.753311 9.489464 0.879158 64.239998 0.840129 -0.061735 0.727300 0.796802 0.297043
475 Dominican Republic 2013 5.015515 9.525321 0.878449 64.459999 0.888566 0.020657 0.751751 0.793314 0.295131
476 Dominican Republic 2014 5.387332 9.581879 0.890588 64.680000 0.904574 -0.020420 0.760023 0.797705 0.300099
477 Dominican Republic 2015 5.061862 9.637460 0.893198 64.900002 0.856025 -0.065387 0.755288 0.713908 0.295253
478 Dominican Republic 2016 5.238698 9.690702 0.894753 65.199997 0.872712 -0.080135 0.737183 0.759946 0.278095
479 Dominican Republic 2017 5.605203 9.725278 0.894368 65.500000 0.855359 -0.121460 0.760490 0.738944 0.274746
480 Dominican Republic 2018 5.433216 9.781984 0.861986 65.800003 0.866642 -0.150292 0.762274 0.744872 0.291403
481 Dominican Republic 2019 6.004237 9.821140 0.884090 66.099998 0.877406 -0.122696 0.745615 0.784218 0.264054
482 Dominican Republic 2020 5.168410 9.802446 0.806118 66.400002 0.834643 -0.127834 0.636117 0.733867 0.313928
483 Ecuador 2006 5.024191 9.185779 0.910188 66.080002 0.671075 -0.090794 0.900687 0.824870 0.356847
484 Ecuador 2007 4.995875 9.190714 0.838859 66.260002 0.669843 -0.063085 0.829651 0.833283 0.286144
485 Ecuador 2008 5.296513 9.235755 0.829395 66.440002 0.640317 -0.094336 0.801257 0.842587 0.283164
486 Ecuador 2009 6.021803 9.225117 0.779398 66.620003 0.736881 -0.108082 0.774305 0.840363 0.255968
487 Ecuador 2010 5.838051 9.243869 0.839280 66.800003 0.723079 -0.063229 0.805639 0.826495 0.220014
488 Ecuador 2011 5.795088 9.304221 0.818051 66.959999 0.788306 -0.155053 0.701596 0.861700 0.270688
489 Ecuador 2012 5.960716 9.344117 0.785201 67.120003 0.825275 -0.083768 0.729979 0.847185 0.333309
490 Ecuador 2013 6.019206 9.377429 0.801251 67.279999 0.786798 -0.190550 0.645849 0.850897 0.266504
491 Ecuador 2014 5.945852 9.399179 0.830963 67.440002 0.719105 -0.167210 0.660935 0.859316 0.305793
492 Ecuador 2015 5.964075 9.383989 0.855889 67.599998 0.800870 -0.113920 0.665828 0.850546 0.322946
493 Ecuador 2016 6.115438 9.354581 0.842352 67.900002 0.846336 -0.015232 0.774084 0.846354 0.365247
494 Ecuador 2017 5.839519 9.360303 0.848942 68.199997 0.879128 -0.167036 0.733589 0.829142 0.314343
495 Ecuador 2018 6.128010 9.355457 0.851345 68.500000 0.869364 -0.099171 0.830743 0.876475 0.328171
496 Ecuador 2019 5.809131 9.339202 0.808486 68.800003 0.829574 -0.114833 0.839495 0.811050 0.373558
497 Ecuador 2020 5.354462 9.243865 0.804009 69.099998 0.828512 -0.157090 0.854780 0.789941 0.416028
498 Egypt 2005 5.167754 9.035634 0.847842 59.700001 0.817362 NaN NaN 0.734863 0.345555
499 Egypt 2007 5.540511 9.135076 0.685863 59.820000 0.609077 -0.120520 NaN 0.665264 0.355348
500 Egypt 2008 4.631741 9.186407 0.738364 59.880001 NaN -0.087063 0.913642 0.682730 0.301018
501 Egypt 2009 5.066164 9.213439 0.744180 59.939999 0.611083 -0.099577 0.800866 0.642155 0.339482
502 Egypt 2010 4.668916 9.243782 0.768675 60.000000 0.486279 -0.075683 0.826335 0.566759 0.276346
503 Egypt 2011 4.174159 9.240136 0.753394 60.160000 0.589538 -0.151418 0.858596 0.528634 0.353417
504 Egypt 2012 4.204157 9.240006 0.736645 60.320000 0.451543 -0.137821 0.880383 0.527221 0.398423
505 Egypt 2013 3.558520 9.238947 0.675188 60.480000 0.473775 -0.141244 0.913228 0.550683 0.483379
506 Egypt 2014 4.885073 9.245096 0.618551 60.639999 0.577938 -0.126385 0.749143 0.542784 0.327350
507 Egypt 2015 4.762538 9.265818 0.729744 60.799999 0.659261 -0.088560 0.684498 0.609594 0.344332
508 Egypt 2016 4.556741 9.286913 0.809219 61.099998 0.655845 -0.141441 0.817527 0.611370 0.370498
509 Egypt 2017 3.929344 9.306967 0.638226 61.400002 0.592505 -0.152355 NaN 0.539323 0.414494
510 Egypt 2018 4.005451 9.338411 0.758824 61.700001 0.681654 -0.215410 NaN 0.492261 0.285184
511 Egypt 2019 4.327832 9.372736 0.772129 62.000000 0.773951 -0.198710 NaN 0.516831 0.312763
512 Egypt 2020 4.472397 9.382727 0.672725 62.299999 0.769550 -0.112342 NaN 0.598909 0.442034
513 El Salvador 2006 5.700930 8.873026 0.878409 62.919998 0.682990 -0.055644 0.806596 0.863995 0.232691
514 El Salvador 2007 5.295535 8.887126 0.716827 63.240002 0.638937 -0.014801 0.785099 0.868841 0.220199
515 El Salvador 2008 5.191494 8.908267 0.747411 63.560001 0.635648 -0.078051 0.734727 0.842067 0.232124
516 El Salvador 2009 6.839087 8.882967 0.734113 63.880001 0.670932 -0.103450 0.647528 0.850378 0.243231
517 El Salvador 2010 6.739911 8.899548 0.756654 64.199997 0.669338 -0.063869 0.694180 0.813811 0.302186
518 El Salvador 2011 4.741295 8.932700 0.731278 64.400002 0.747246 -0.126358 0.706553 0.875324 0.336322
519 El Salvador 2012 5.934371 8.956071 0.806015 64.599998 0.682745 -0.154836 0.786295 0.830632 0.365221
520 El Salvador 2013 6.325063 8.973660 0.826859 64.800003 0.715570 -0.149619 0.771751 0.828257 0.317476
521 El Salvador 2014 5.856524 8.986002 0.797612 65.000000 0.778015 -0.194103 0.781460 0.837205 0.329851
522 El Salvador 2015 6.018496 9.004916 0.790755 65.199997 0.733356 -0.156171 0.804544 0.825734 0.332647
523 El Salvador 2016 6.139825 9.025170 0.793660 65.500000 0.799847 -0.184882 0.797312 0.761256 0.345736
524 El Salvador 2017 6.339318 9.042402 0.828953 65.800003 0.757827 -0.171884 0.777749 0.848851 0.268448
525 El Salvador 2018 6.241199 9.061327 0.820300 66.099998 0.863335 -0.095272 0.800700 0.860207 0.269586
526 El Salvador 2019 6.454821 9.079775 0.764391 66.400002 0.877391 -0.108848 0.681576 0.870573 0.271475
527 El Salvador 2020 5.461927 9.018846 0.695624 66.699997 0.923945 -0.126474 0.583036 0.838904 0.329440
528 Estonia 2006 5.371055 10.269773 0.910064 64.860001 0.748576 -0.263854 0.796723 0.654531 0.215225
529 Estonia 2007 5.332044 10.347340 0.895632 65.320000 0.712121 -0.245836 0.742697 0.665570 0.176231
530 Estonia 2008 5.451938 10.297791 0.903726 65.779999 0.642325 -0.217436 0.662770 0.597254 0.217813
531 Estonia 2009 5.137739 10.143838 0.873775 66.239998 0.610709 -0.229775 0.793152 0.597613 0.243075
532 Estonia 2011 5.486820 10.247500 0.908713 66.959999 0.735225 -0.168138 0.686784 0.651386 0.205158
533 Estonia 2012 5.363928 10.281851 0.889455 67.220001 0.696826 -0.191811 0.792853 0.647360 0.198967
534 Estonia 2013 5.367446 10.298781 0.900722 67.480003 0.753559 -0.200791 0.726356 0.702256 0.199018
535 Estonia 2014 5.555983 10.330840 0.917102 67.739998 0.773327 -0.152967 0.652447 0.680431 0.203439
536 Estonia 2015 5.628909 10.348465 0.917930 68.000000 0.814692 -0.163681 0.568734 0.723338 0.182695
537 Estonia 2016 5.649675 10.374149 0.937715 68.199997 0.842771 -0.149049 0.639085 0.726255 0.176869
538 Estonia 2017 5.938396 10.428835 0.935686 68.400002 0.861749 -0.100625 0.668402 0.805218 0.160164
539 Estonia 2018 6.091302 10.471868 0.932694 68.599998 0.885618 -0.141337 0.620678 0.794730 0.163182
540 Estonia 2019 6.034641 10.510816 0.934064 68.800003 0.886504 -0.095724 0.575754 0.804280 0.156279
541 Estonia 2020 6.452564 10.458589 0.957770 69.000000 0.954201 -0.082279 0.397835 0.806924 0.187679
542 Ethiopia 2012 4.561169 7.270575 0.658794 55.200001 0.776308 -0.043737 NaN 0.668341 0.137166
543 Ethiopia 2013 4.444827 7.342895 0.602482 55.799999 0.706796 -0.007737 0.750478 0.642846 0.213351
544 Ethiopia 2014 4.506647 7.412543 0.640452 56.400002 0.693559 0.080252 0.701800 0.737837 0.302858
545 Ethiopia 2015 4.573155 7.483854 0.625597 57.000000 0.802643 0.112722 0.567027 0.713888 0.236629
546 Ethiopia 2016 4.297849 7.546919 0.718719 57.500000 0.744308 0.038447 0.702881 0.727071 0.253941
547 Ethiopia 2017 4.180315 7.611625 0.733540 58.000000 0.717101 0.001413 0.756899 0.608515 0.304436
548 Ethiopia 2018 4.379262 7.651364 0.740155 58.500000 0.740343 0.039446 0.799466 0.659521 0.271754
549 Ethiopia 2019 4.099555 7.705131 0.748058 59.000000 0.753516 0.052576 0.731845 0.631182 0.282739
550 Ethiopia 2020 4.549220 7.710983 0.823138 59.500000 0.768694 0.188497 0.783822 0.669389 0.251514
551 Finland 2006 7.672449 10.745330 0.964563 69.760002 0.968580 -0.004539 0.132430 0.721505 0.172134
552 Finland 2008 7.670627 10.795864 0.951340 70.080002 0.934179 0.027669 0.216568 0.772778 0.143539
553 Finland 2010 7.393264 10.733676 0.935481 70.400002 0.916009 0.091150 0.412516 0.832109 0.202095
554 Finland 2011 7.354225 10.754196 0.937857 70.639999 0.936448 0.101488 0.319593 0.772944 0.205239
555 Finland 2012 7.420209 10.735366 0.927739 70.879997 0.920968 -0.001056 0.360734 0.796285 0.201654
556 Finland 2013 7.444636 10.721698 0.940869 71.120003 0.918625 0.039570 0.305770 0.768957 0.194673
557 Finland 2014 7.384571 10.713906 0.952017 71.360001 0.933044 -0.000784 0.265480 0.784110 0.198814
558 Finland 2015 7.447926 10.716033 0.947801 71.599998 0.929862 0.111265 0.223370 0.751316 0.191058
559 Finland 2016 7.659843 10.739903 0.953940 71.699997 0.948372 -0.026774 0.249660 0.797325 0.181998
560 Finland 2017 7.788252 10.768089 0.963826 71.800003 0.962199 -0.002134 0.192413 0.787137 0.176066
561 Finland 2018 7.858107 10.782932 0.962155 71.900002 0.937807 -0.127380 0.198605 0.781546 0.181781
562 Finland 2019 7.780348 10.791813 0.937416 72.000000 0.947617 -0.051525 0.195338 0.755210 0.180733
563 Finland 2020 7.889350 10.750446 0.961621 72.099998 0.962424 -0.115532 0.163636 0.744292 0.192898
564 France 2005 7.093393 10.641690 0.940338 71.300003 0.894819 NaN 0.687851 0.768988 0.225094
565 France 2006 6.582700 10.658916 0.943929 71.480003 0.789121 0.126045 0.699270 0.777402 0.288682
566 France 2008 7.008065 10.673645 0.935351 71.839996 0.833327 -0.031021 0.668876 0.745672 0.280619
567 France 2009 6.283498 10.639346 0.918159 72.019997 0.798213 -0.081896 0.654168 0.762939 0.303367
568 France 2010 6.797901 10.653713 0.942955 72.199997 0.849702 -0.103513 0.622954 0.789724 0.260568
569 France 2011 6.959185 10.670567 0.921286 72.400002 0.903367 -0.102445 0.626625 0.780809 0.280995
570 France 2012 6.649365 10.668853 0.937097 72.599998 0.841320 -0.149065 0.607905 0.754120 0.252988
571 France 2013 6.667121 10.669452 0.907691 72.800003 0.877796 -0.124514 0.699069 0.800136 0.204970
572 France 2014 6.466868 10.674232 0.877505 73.000000 0.803474 -0.118097 0.655637 0.811054 0.215894
573 France 2015 6.357625 10.681743 0.895719 73.199997 0.817036 -0.139271 0.640602 0.785966 0.215400
574 France 2016 6.475209 10.690000 0.884923 73.400002 0.786780 -0.091287 0.622697 0.772661 0.270036
575 France 2017 6.635222 10.710555 0.931495 73.599998 0.833890 -0.123433 0.601486 0.762098 0.241984
576 France 2018 6.665904 10.726808 0.921463 73.800003 0.816377 -0.137875 0.581775 0.767313 0.282451
577 France 2019 6.689644 10.740378 0.958348 74.000000 0.827241 -0.133166 0.568272 0.735155 0.250416
578 France 2020 6.714112 10.643280 0.947354 74.199997 0.823386 -0.168961 0.564641 0.731814 0.230950
579 Gabon 2011 4.255401 9.607934 0.652702 55.480000 0.771872 -0.211380 0.850831 0.591381 0.263955
580 Gabon 2012 3.972059 9.621227 0.736096 56.160000 0.565966 -0.195044 0.810120 0.469999 0.265743
581 Gabon 2013 3.800287 9.638289 0.733488 56.840000 0.682490 -0.145539 0.780439 0.509571 0.287097
582 Gabon 2014 3.918073 9.644469 0.828597 57.520000 0.606614 -0.197952 0.781658 0.539161 0.293042
583 Gabon 2015 4.661013 9.649174 0.755862 58.200001 0.671301 -0.193561 0.866777 0.626362 0.371656
584 Gabon 2016 4.831764 9.639439 0.780049 58.700001 0.698942 -0.204033 0.816564 0.640117 0.432405
585 Gabon 2017 4.782383 9.616257 0.806941 59.200001 0.652360 -0.228041 0.868306 0.634047 0.446124
586 Gabon 2018 4.783009 9.598550 0.784828 59.700001 0.719135 -0.196936 0.822863 0.640692 0.417661
587 Gabon 2019 4.914393 9.607087 0.763052 60.200001 0.736350 -0.202520 0.846254 0.692702 0.412961
588 Gambia 2017 4.117939 7.636584 0.697002 54.700001 0.812326 0.110878 0.571616 0.838287 0.277247
589 Gambia 2018 4.922099 7.670534 0.684800 55.000000 0.718729 0.440160 0.691070 0.804012 0.379208
590 Gambia 2019 5.163627 7.699350 0.693870 55.299999 0.676595 0.410180 0.798108 0.772816 0.400723
591 Georgia 2006 3.675108 8.993416 0.646636 65.120003 0.552593 -0.267064 0.751934 0.433115 0.269384
592 Georgia 2007 3.707195 9.117117 0.548369 65.040001 0.463723 -0.266687 0.697340 0.426648 0.235847
593 Georgia 2008 4.156090 9.144053 0.607513 64.959999 0.613997 -0.224274 0.497999 0.440980 0.261508
594 Georgia 2009 3.800639 9.115746 0.543513 64.879997 0.495314 -0.232556 0.534585 0.491961 0.242350
595 Georgia 2010 4.101837 9.183661 0.540389 64.800003 0.557858 -0.247611 0.459736 0.501790 0.242536
596 Georgia 2011 4.203031 9.263072 0.502937 64.860001 0.632465 -0.254860 0.353346 0.514921 0.246770
597 Georgia 2012 4.254446 9.332182 0.532586 64.919998 0.658724 -0.268965 0.320888 0.559154 0.250088
598 Georgia 2013 4.348921 9.370765 0.559166 64.980003 0.722128 -0.254065 0.348714 0.595041 0.199907
599 Georgia 2014 4.287508 9.413660 0.558420 65.040001 0.719781 -0.232957 0.415526 0.569884 0.204328
600 Georgia 2015 4.121941 9.441860 0.517372 65.099998 0.639945 -0.204795 0.502417 0.547280 0.233192
601 Georgia 2016 4.448386 9.469912 0.533412 64.900002 0.606468 -0.249173 0.560924 0.563896 0.223224
602 Georgia 2017 4.450775 9.517068 0.590495 64.699997 0.820909 -0.243887 0.589632 0.581128 0.209640
603 Georgia 2018 4.659097 9.565009 0.617219 64.500000 0.775144 -0.232731 0.754854 0.572953 0.243779
604 Georgia 2019 4.891836 9.616757 0.674976 64.300003 0.810534 -0.259722 0.647223 0.604491 0.243710
605 Georgia 2020 5.123143 9.569304 0.718346 64.099998 0.764352 -0.221125 0.582735 0.610895 0.294512
606 Germany 2005 6.619550 10.689224 0.963490 70.199997 0.846624 NaN 0.781007 0.775692 0.197262
607 Germany 2007 6.416820 10.758531 0.925938 70.480003 0.800878 0.167073 0.792179 0.732469 0.230812
608 Germany 2008 6.521790 10.770008 0.923211 70.620003 0.765557 NaN 0.758266 0.787482 0.220000
609 Germany 2009 6.641493 10.713883 0.934782 70.760002 0.843785 0.127240 0.689931 0.791827 0.206445
610 Germany 2010 6.724531 10.756355 0.939309 70.900002 0.842656 0.095138 0.688006 0.793706 0.182344
611 Germany 2011 6.621312 10.813384 0.947237 70.980003 0.906293 0.032935 0.677172 0.793666 0.165200
612 Germany 2012 6.702362 10.815693 0.926407 71.059998 0.904440 0.071023 0.679237 0.803739 0.169576
613 Germany 2013 6.965125 10.817237 0.931421 71.139999 0.894313 0.024312 0.565794 0.743487 0.204996
614 Germany 2014 6.984214 10.835081 0.937559 71.220001 0.898683 0.087881 0.473953 0.785408 0.187845
615 Germany 2015 7.037138 10.843672 0.925923 71.300003 0.889429 0.177622 0.412168 0.764539 0.202705
616 Germany 2016 6.873763 10.857656 0.906029 71.599998 0.870515 0.148288 0.445922 0.737746 0.187255
617 Germany 2017 7.074325 10.878269 0.892166 71.900002 0.840728 0.145139 0.414021 0.736566 0.196435
618 Germany 2018 7.118364 10.890423 0.919763 72.199997 0.876888 0.033948 0.495674 0.780280 0.243215
619 Germany 2019 7.035472 10.893314 0.885667 72.500000 0.884752 0.057100 0.462255 0.750609 0.226171
620 Germany 2020 7.311898 10.833499 0.905080 72.800003 0.864356 -0.060048 0.424089 0.759594 0.205927
621 Ghana 2006 4.535020 8.073256 0.728270 52.340000 0.849283 0.213096 0.814070 0.671201 0.197607
622 Ghana 2007 5.220148 8.090007 0.729648 52.779999 0.891153 0.137620 0.771188 0.685636 0.216630
623 Ghana 2008 4.965135 8.151771 0.622255 53.220001 0.838006 0.119717 0.862870 0.717010 0.172045
624 Ghana 2009 4.197696 8.173640 0.633198 53.660000 0.757478 0.005178 0.889738 0.774203 0.197590
625 Ghana 2010 4.606252 8.224802 0.738559 54.099998 0.891130 0.073658 0.874849 0.783400 0.184129
626 Ghana 2011 5.608200 8.332000 0.724297 54.480000 0.851896 0.010545 0.790444 0.743967 0.209213
627 Ghana 2012 5.057262 8.397165 0.685112 54.860001 0.679418 0.039938 0.897836 0.759688 0.152376
628 Ghana 2013 4.965053 8.444502 0.676289 55.240002 0.793794 -0.065492 0.880178 0.690766 0.210819
629 Ghana 2014 3.860351 8.450147 0.651469 55.619999 0.676916 0.001083 0.912682 0.696155 0.280321
630 Ghana 2015 3.985916 8.449007 0.687449 56.000000 0.852016 -0.038347 0.945436 0.689778 0.265279
631 Ghana 2016 4.514411 8.460438 0.647303 56.400002 0.751168 0.089574 0.893955 0.668264 0.304910
632 Ghana 2017 5.481311 8.516521 0.669111 56.799999 0.783046 0.078707 0.838610 0.702512 0.247519
633 Ghana 2018 5.003693 8.555344 0.760717 57.200001 0.816680 0.062165 0.846328 0.746900 0.250001
634 Ghana 2019 4.966810 8.596490 0.746248 57.599998 0.787448 0.115958 0.856666 0.682172 0.269940
635 Ghana 2020 5.319483 8.589605 0.642703 58.000000 0.823720 0.199632 0.847025 0.712766 0.252728
636 Greece 2005 6.006310 10.461699 0.836539 70.500000 0.734172 NaN 0.860563 0.691998 0.263643
637 Greece 2007 6.646961 10.543345 0.808003 70.900002 0.575309 -0.190359 0.844571 0.737924 0.221744
638 Greece 2009 6.038575 10.490745 0.793318 71.300003 0.443108 -0.293052 0.958768 0.648514 0.253589
639 Greece 2010 5.839559 10.433106 0.868422 71.500000 0.484111 -0.302877 0.954114 0.633947 0.291516
640 Greece 2011 5.372040 10.338819 0.851555 71.559998 0.528126 -0.316439 0.941153 0.591372 0.322791
641 Greece 2012 5.096354 10.268419 0.812141 71.620003 0.372610 -0.304908 0.958909 0.580688 0.351506
642 Greece 2013 4.720251 10.242719 0.686650 71.680000 0.425967 -0.272042 0.941310 0.689162 0.482183
643 Greece 2014 4.756237 10.256751 0.832333 71.739998 0.369156 -0.287930 0.930214 0.694676 0.385433
644 Greece 2015 5.622519 10.258951 0.834825 71.800003 0.531736 -0.271978 0.823960 0.739751 0.277413
645 Greece 2016 5.302619 10.261199 0.802606 72.000000 0.481617 -0.260160 0.898471 0.700504 0.336208
646 Greece 2017 5.148242 10.278116 0.752900 72.199997 0.438300 -0.290053 0.872239 0.602939 0.332831
647 Greece 2018 5.409289 10.299304 0.793501 72.400002 0.564456 -0.335040 0.860302 0.665699 0.255007
648 Greece 2019 5.952157 10.319384 0.890810 72.599998 0.613584 -0.288678 0.848004 0.667514 0.235946
649 Greece 2020 5.787616 10.214580 0.778537 72.800003 0.564614 -0.240806 0.764325 0.684458 0.321684
650 Guatemala 2006 5.901429 8.849806 0.830442 60.740002 0.663382 0.172222 0.706096 0.818015 0.287082
651 Guatemala 2007 6.329581 8.891179 0.866397 61.080002 0.627587 0.135808 0.809743 0.819046 0.224380
652 Guatemala 2008 6.414495 8.904189 0.865605 61.419998 0.630152 0.205520 0.796285 0.834360 0.233636
653 Guatemala 2009 6.451916 8.890625 0.833816 61.759998 0.643479 0.196545 0.754889 0.828716 0.239742
654 Guatemala 2010 6.289749 8.900550 0.859052 62.099998 0.695863 0.166235 0.794835 0.849933 0.235618
655 Guatemala 2011 5.743354 8.923133 0.768112 62.459999 0.762963 0.008882 0.863039 0.844494 0.289358
656 Guatemala 2012 5.855717 8.934624 0.802149 62.820000 0.865472 0.020275 0.820924 0.862783 0.349405
657 Guatemala 2013 5.984601 8.953361 0.829650 63.180000 0.884005 0.044932 0.816770 0.866774 0.332524
658 Guatemala 2014 6.536031 8.979554 0.833975 63.540001 0.843399 0.107526 0.804463 0.835368 0.305115
659 Guatemala 2015 6.464987 9.002746 0.822837 63.900002 0.868640 0.051297 0.821655 0.851371 0.310554
660 Guatemala 2016 6.358916 9.012591 0.811235 64.199997 0.862676 0.011463 0.812030 0.846123 0.321357
661 Guatemala 2017 6.325119 9.026101 0.826492 64.500000 0.914522 -0.058531 0.799748 0.845866 0.308086
662 Guatemala 2018 6.626592 9.041739 0.841107 64.800003 0.909538 -0.010064 0.765454 0.871362 0.262411
663 Guatemala 2019 6.262175 9.063875 0.774074 65.099998 0.900676 -0.062303 0.772578 0.859413 0.310789
664 Guinea 2011 4.044569 7.567404 0.598466 50.220001 0.796830 0.040658 0.743256 0.700549 0.260133
665 Guinea 2012 3.651555 7.602896 0.542295 50.439999 0.646188 0.000928 0.794450 0.677213 0.284573
666 Guinea 2013 3.901793 7.619241 0.566867 50.660000 0.692737 0.090948 0.815482 0.600325 0.348057
667 Guinea 2014 3.412483 7.632116 0.637714 50.880001 0.683558 0.005991 0.705246 0.628650 0.351265
668 Guinea 2015 3.504694 7.644764 0.578860 51.099998 0.665953 0.006547 0.762152 0.666971 0.267741
669 Guinea 2016 3.602855 7.721042 0.675447 52.200001 0.725685 -0.056312 0.802781 0.686985 0.374394
670 Guinea 2017 4.873723 7.791771 0.634026 53.299999 0.738213 0.037824 0.750026 0.704477 0.422461
671 Guinea 2018 5.252227 7.823416 0.630433 54.400002 0.731157 0.092035 0.778394 0.743881 0.440438
672 Guinea 2019 4.767684 7.849340 0.655124 55.500000 0.691399 0.096817 0.755585 0.684647 0.473388
673 Guyana 2007 5.992826 8.773289 0.848765 57.259998 0.694006 0.110037 0.835569 0.767541 0.296420
674 Haiti 2006 3.754156 7.407168 0.693801 48.459999 0.449475 0.400810 0.853506 0.612906 0.332141
675 Haiti 2008 3.846329 7.416673 0.679098 40.380001 0.464971 0.260972 0.811659 0.607697 0.255774
676 Haiti 2010 3.765999 7.384417 0.554031 32.299999 0.372941 0.215561 0.848007 0.554960 0.292557
677 Haiti 2011 4.844574 7.423120 0.567039 36.860001 0.412588 0.242585 0.681960 0.625240 0.244856
678 Haiti 2012 4.413475 7.436831 0.748663 41.419998 0.482486 0.289061 0.717166 0.593434 0.283806
679 Haiti 2013 4.621962 7.463928 0.648351 45.980000 0.610410 0.289404 0.668976 0.538055 0.326656
680 Haiti 2014 3.888778 7.477151 0.554149 50.540001 0.508805 0.284814 0.707521 0.592565 0.327208
681 Haiti 2015 3.569762 7.475525 0.564320 55.099998 0.398295 0.305932 0.777404 0.618564 0.332540
682 Haiti 2016 3.352300 7.476534 0.583742 55.299999 0.303540 0.291313 0.838523 0.552774 0.367341
683 Haiti 2017 3.823866 7.475148 0.646985 55.500000 0.484429 0.380997 0.647192 0.573367 0.321693
684 Haiti 2018 3.614928 7.477138 0.537976 55.700001 0.591468 0.421520 0.720445 0.584113 0.358720
685 Honduras 2006 5.396520 8.462430 0.932677 64.540001 0.650254 0.089146 0.843539 0.857973 0.155474
686 Honduras 2007 5.097154 8.499909 0.818869 64.779999 0.675631 0.230320 0.825975 0.758959 0.198780
687 Honduras 2008 5.420331 8.519512 0.828176 65.019997 0.686881 0.223111 0.863222 0.789361 0.205854
688 Honduras 2009 6.033189 8.473840 0.823966 65.260002 0.661203 0.118611 0.856734 0.802866 0.261304
689 Honduras 2010 5.866131 8.490228 0.802939 65.500000 0.645528 0.105422 0.819940 0.796519 0.259946
690 Honduras 2011 4.961031 8.508435 0.765702 65.720001 0.783369 0.095479 0.883963 0.815691 0.307471
691 Honduras 2012 4.602218 8.530200 0.779195 65.940002 0.700452 -0.003207 0.871437 0.846510 0.293591
692 Honduras 2013 4.713358 8.539632 0.791960 66.160004 0.698400 -0.027216 0.867700 0.816519 0.283281
693 Honduras 2014 5.055726 8.552060 0.790215 66.379997 0.695983 0.015080 0.834350 0.820184 0.299388
694 Honduras 2015 4.845437 8.572327 0.772376 66.599998 0.534058 -0.096824 0.848083 0.862837 0.310766
695 Honduras 2016 5.648155 8.593342 0.773910 66.800003 0.850047 0.080017 0.792875 0.832397 0.296847
696 Honduras 2017 6.019986 8.623713 0.843355 67.000000 0.898377 0.072136 0.783429 0.842201 0.248383
697 Honduras 2018 5.908424 8.643342 0.827067 67.199997 0.872162 0.099210 0.803565 0.871845 0.287358
698 Honduras 2019 5.930051 8.653117 0.797148 67.400002 0.846190 0.062709 0.814963 0.849955 0.278882
699 Hong Kong S.A.R. of China 2006 5.511187 10.746425 0.812178 NaN 0.909820 0.155567 0.355985 0.723260 0.235955
700 Hong Kong S.A.R. of China 2008 5.137262 10.815545 0.840222 NaN 0.922211 0.296268 0.273945 0.718972 0.236634
701 Hong Kong S.A.R. of China 2009 5.397056 10.788494 0.834716 NaN 0.918026 0.307638 0.272125 0.762151 0.210104
702 Hong Kong S.A.R. of China 2010 5.642835 10.846634 0.857314 NaN 0.890418 0.331955 0.255775 0.710370 0.183106
703 Hong Kong S.A.R. of China 2011 5.474011 10.886932 0.846060 NaN 0.894330 0.234555 0.244887 0.733887 0.195712
704 Hong Kong S.A.R. of China 2012 5.483765 10.892753 0.826426 NaN 0.879752 0.222402 0.379783 0.715137 0.183349
705 Hong Kong S.A.R. of China 2014 5.458051 10.939503 0.833558 NaN 0.843082 0.223799 0.422960 0.683968 0.242868
706 Hong Kong S.A.R. of China 2016 5.498421 10.969857 0.832078 NaN 0.799743 0.100235 0.402813 0.664093 0.213115
707 Hong Kong S.A.R. of China 2017 5.362475 10.999584 0.831066 NaN 0.830657 0.140063 0.415810 0.639533 0.200593
708 Hong Kong S.A.R. of China 2019 5.659317 11.000313 0.855826 NaN 0.726852 0.067344 0.431974 0.599320 0.357607
709 Hong Kong S.A.R. of China 2020 5.295341 NaN 0.812943 NaN 0.705452 NaN 0.380351 0.608647 0.210314
710 Hungary 2005 5.193933 10.107747 0.929628 64.599998 0.696874 NaN 0.902811 0.675444 0.290327
711 Hungary 2007 4.953917 10.152791 0.930654 65.000000 0.538498 -0.160848 0.895177 0.700642 0.230283
712 Hungary 2009 4.894600 10.097274 0.900874 65.400002 0.464373 -0.125157 0.914701 0.664400 0.227890
713 Hungary 2010 4.725132 10.106154 0.895694 65.599998 0.513835 -0.145089 0.983276 0.655816 0.234813
714 Hungary 2011 4.917603 10.127015 0.893662 65.760002 0.631100 -0.089036 0.939908 0.642114 0.304520
715 Hungary 2012 4.683358 10.117352 0.906114 65.919998 0.569232 -0.136061 0.930297 0.651908 0.315398
716 Hungary 2013 4.914467 10.139545 0.877318 66.080002 0.673728 -0.112913 0.911533 0.705704 0.306724
717 Hungary 2014 5.180563 10.183334 0.844735 66.239998 0.494475 -0.149750 0.855361 0.650690 0.237620
718 Hungary 2015 5.344383 10.223448 0.858734 66.400002 0.557721 -0.197823 0.907530 0.706815 0.244536
719 Hungary 2016 5.448902 10.248160 0.899512 66.800003 0.553952 -0.186869 0.924186 0.665911 0.243326
720 Hungary 2017 6.065039 10.293139 0.876748 67.199997 0.661166 -0.139318 0.886361 0.735184 0.180921
721 Hungary 2018 5.935771 10.344091 0.940591 67.599998 0.692627 -0.242624 0.911277 0.676073 0.201083
722 Hungary 2019 6.000260 10.392768 0.946516 68.000000 0.798041 -0.194903 0.883571 0.743014 0.180348
723 Hungary 2020 6.038050 10.335148 0.943400 68.400002 0.770968 -0.120405 0.836105 0.735238 0.240052
724 Iceland 2008 6.888284 10.861430 0.977430 72.320000 0.885196 0.271766 0.708049 0.879538 0.153068
725 Iceland 2012 7.590660 10.777463 0.978965 72.760002 0.904655 0.241383 0.758586 0.899718 0.157154
726 Iceland 2013 7.501394 10.808511 0.967145 72.839996 0.923208 0.305916 0.712599 0.869971 0.156276
727 Iceland 2015 7.498071 10.853975 0.980283 73.000000 0.940485 0.300744 0.638662 0.849021 0.179504
728 Iceland 2016 7.510035 10.904262 0.984940 73.000000 0.951610 0.280812 0.719300 0.873888 0.158169
729 Iceland 2017 7.476214 10.925262 0.966753 73.000000 0.938783 0.245770 0.726845 0.895255 0.148160
730 Iceland 2019 7.532505 10.930854 0.981825 73.000000 0.959470 NaN 0.698708 0.836009 0.177704
731 Iceland 2020 7.575490 10.824201 0.983286 73.000000 0.948627 0.160274 0.644064 0.863018 0.171795
732 India 2006 5.348259 8.145189 0.707318 55.720001 0.773737 NaN 0.854812 0.687017 0.198602
733 India 2007 5.026793 8.203913 0.568993 56.139999 0.728893 -0.051251 0.862143 0.668468 0.252502
734 India 2008 5.145833 8.219664 0.683593 56.560001 0.755840 -0.071906 0.891188 0.674160 0.259315
735 India 2009 4.521518 8.281240 0.652852 56.980000 0.678644 -0.025930 0.894611 0.771343 0.300621
736 India 2010 4.989277 8.349294 0.604810 57.400002 0.783060 0.057902 0.862548 0.696512 0.266502
737 India 2011 4.634871 8.387494 0.552593 57.700001 0.837552 -0.037767 0.907794 0.648167 0.231594
738 India 2012 4.720147 8.428305 0.510575 58.000000 0.609320 0.067322 0.829615 0.628734 0.294841
739 India 2013 4.427789 8.478379 0.552826 58.299999 0.740177 0.084251 0.832356 0.679958 0.330437
740 India 2014 4.424379 8.538408 0.621467 58.599998 0.809383 -0.025796 0.832142 0.711024 0.284582
741 India 2015 4.342079 8.604168 0.610133 58.900002 0.777225 -0.005146 0.776435 0.700677 0.321829
742 India 2016 4.179177 8.672601 0.613529 59.299999 0.820069 0.045910 0.764722 0.694504 0.345681
743 India 2017 4.046111 8.730042 0.606767 59.700001 0.885850 -0.041828 0.780803 0.682091 0.317937
744 India 2018 3.818069 8.779066 0.638052 60.099998 0.890443 0.084721 0.805263 0.657287 0.357458
745 India 2019 3.248770 8.817933 0.560781 60.500000 0.875540 0.111779 0.751979 0.647752 0.466336
746 India 2020 4.225281 8.702772 0.616639 60.900002 0.906391 0.074824 0.780124 0.752434 0.383163
747 Indonesia 2006 4.946978 8.850008 0.770951 59.840000 0.713171 0.347461 0.915120 0.824656 0.265537
748 Indonesia 2007 5.101214 8.898289 0.703788 59.980000 0.603260 0.311470 0.959867 0.811749 0.241613
749 Indonesia 2008 4.815310 8.943453 0.675075 60.119999 0.595633 0.164236 0.968212 0.773841 0.239271
750 Indonesia 2009 5.472361 8.975410 0.779368 60.259998 0.783793 0.190771 0.910941 0.864888 0.192704
751 Indonesia 2010 5.457299 9.022411 0.816022 60.400002 0.699658 0.447515 0.954050 0.836675 0.217908
752 Indonesia 2011 5.172608 9.068801 0.824977 60.619999 0.878287 0.437941 0.962295 0.863815 0.273416
753 Indonesia 2012 5.367774 9.113834 0.833621 60.840000 0.770319 0.354085 0.961589 0.896927 0.228980
754 Indonesia 2013 5.292238 9.154508 0.793761 61.060001 0.780691 0.376006 0.972669 0.892942 0.249146
755 Indonesia 2014 5.597375 9.190253 0.904828 61.279999 0.719413 0.407956 0.970144 0.852419 0.241678
756 Indonesia 2015 5.042800 9.225190 0.809478 61.500000 0.779418 0.471330 0.945967 0.876233 0.274292
757 Indonesia 2016 5.136325 9.262097 0.791831 61.700001 0.829942 0.499780 0.889677 0.832812 0.341574
758 Indonesia 2017 5.098402 9.299801 0.795589 61.900002 0.865026 0.487873 0.900416 0.862584 0.319172
759 Indonesia 2018 5.340296 9.338868 0.809379 62.099998 0.879374 0.511993 0.867729 0.863718 0.295987
760 Indonesia 2019 5.346513 9.376888 0.801918 62.299999 0.865859 0.555348 0.860785 0.876714 0.301703
761 Iran 2005 5.308190 9.392513 0.765978 62.000000 0.651168 NaN 0.636490 0.608226 0.456109
762 Iran 2007 5.336371 9.497391 0.717592 62.759998 0.532620 0.055538 0.871644 0.625507 0.361320
763 Iran 2008 5.128988 9.488964 0.632629 63.139999 0.601222 0.052281 0.868343 0.624161 0.345182
764 Iran 2011 4.767507 9.547193 0.582237 64.139999 0.797574 0.200392 0.664582 0.578114 0.359068
765 Iran 2012 4.608928 9.457778 0.599543 64.379997 0.764418 NaN 0.677707 0.608598 0.524969
766 Iran 2013 5.139579 9.443441 0.663707 64.620003 0.730215 0.215557 0.685038 0.659088 0.551840
767 Iran 2014 4.682224 9.475666 0.644064 64.860001 0.766823 0.240678 0.639682 0.618345 0.511569
768 Iran 2015 4.749956 9.449208 0.572407 65.099998 0.780383 0.176360 0.698951 0.644849 0.519858
769 Iran 2016 4.652731 9.561364 0.566281 65.400002 0.773304 0.185618 0.712783 0.686765 0.525877
770 Iran 2017 4.716783 9.584374 0.714233 65.699997 0.730635 0.218477 0.714941 0.693666 0.438534
771 Iran 2018 4.278118 NaN 0.673765 66.000000 0.603320 NaN 0.703440 0.553197 0.493149
772 Iran 2019 5.006146 NaN 0.698293 66.300003 0.623282 NaN 0.728307 0.600486 0.448526
773 Iran 2020 4.864528 NaN 0.757219 66.599998 0.599594 NaN 0.709902 0.582421 0.470245
774 Iraq 2008 4.589845 9.063396 0.744366 58.320000 0.385769 -0.061305 0.909882 0.525002 0.448169
775 Iraq 2009 4.775317 9.076148 0.861746 58.959999 0.431468 -0.199414 0.854340 0.522806 0.403820
776 Iraq 2010 5.065462 9.112019 0.854118 59.599998 0.419064 -0.124621 0.858735 0.541775 0.430934
777 Iraq 2011 4.725366 9.152244 0.750749 59.360001 0.347414 -0.069558 0.780027 0.487619 0.557099
778 Iraq 2012 4.659509 9.245508 0.730118 59.119999 0.314565 -0.020207 0.789191 0.422928 0.449059
779 Iraq 2013 4.725017 9.279796 0.728285 58.880001 NaN -0.049836 0.709726 NaN 0.554279
780 Iraq 2014 4.541502 9.249623 0.725151 58.639999 0.646007 -0.001022 0.726008 0.573671 0.563631
781 Iraq 2015 4.493377 9.240935 0.684435 58.400002 0.599460 0.019455 0.762167 0.490033 0.581267
782 Iraq 2016 4.412537 9.353771 0.718957 59.000000 0.666160 -0.052077 0.798866 0.488692 0.569758
783 Iraq 2017 4.462399 9.303099 0.695109 59.599998 0.627722 -0.000484 0.757109 0.505289 0.590539
784 Iraq 2018 4.886401 9.274262 0.763509 60.200001 0.597823 -0.068258 0.886700 0.605323 0.482027
785 Iraq 2020 4.785165 9.167186 0.707847 61.400002 0.700215 -0.020748 0.849109 0.644464 0.531539
786 Ireland 2006 7.144247 10.971882 0.967041 70.139999 0.943275 0.241917 0.472849 0.878256 0.208634
787 Ireland 2008 7.568030 10.928620 0.982522 70.820000 0.894109 0.321945 0.486995 0.875384 0.147759
788 Ireland 2009 7.045911 10.866337 0.958702 71.160004 0.834730 0.315237 0.579600 0.862124 0.232699
789 Ireland 2010 7.257390 10.878826 0.972886 71.500000 0.856030 0.347998 0.618024 0.875983 0.200655
790 Ireland 2011 7.006904 10.877893 0.977378 71.599998 0.952034 0.383449 0.589913 0.865225 0.190309
791 Ireland 2012 6.964645 10.875911 0.961786 71.699997 0.902195 0.302251 0.572632 0.835202 0.236662
792 Ireland 2013 6.760085 10.884071 0.955188 71.800003 0.883772 0.331424 0.558394 0.814345 0.245268
793 Ireland 2014 7.018379 10.958863 0.967745 71.900002 0.921630 0.263642 0.406036 0.784335 0.228723
794 Ireland 2015 6.830125 11.173858 0.952943 72.000000 0.892277 0.232601 0.408757 0.799320 0.225349
795 Ireland 2016 7.040731 11.198688 0.958144 72.099998 0.874589 0.174270 0.398544 0.809203 0.211063
796 Ireland 2017 7.060155 11.266106 0.943482 72.199997 0.905341 0.216474 0.337085 0.833389 0.212784
797 Ireland 2018 6.962336 11.332250 0.937862 72.300003 0.861472 0.144194 0.362210 0.810857 0.213050
798 Ireland 2019 7.254841 11.371147 0.943726 72.400002 0.892459 0.073613 0.372804 0.807015 0.223300
799 Ireland 2020 7.034931 11.322803 0.960311 72.500000 0.882098 0.013817 0.355633 0.796661 0.246447
800 Israel 2006 7.173417 10.389376 0.927079 71.120003 0.816653 NaN 0.905375 0.696438 0.308496
801 Israel 2007 6.841115 10.427745 0.868217 71.440002 0.682864 0.219236 0.867821 0.695740 0.319894
802 Israel 2008 7.261261 10.439504 0.859264 71.760002 0.662969 0.138600 0.898196 0.709695 0.349395
803 Israel 2009 7.352979 10.424802 0.936573 72.080002 0.592530 0.171667 0.922718 0.695399 0.326584
804 Israel 2010 7.358916 10.461033 0.881830 72.400002 0.561478 0.149889 0.902183 0.679458 0.362394
805 Israel 2011 7.433148 10.489279 0.892697 72.459999 0.722269 0.140867 0.891295 0.737907 0.384475
806 Israel 2012 7.110855 10.493138 0.903416 72.519997 0.681439 0.152813 0.862327 0.665102 0.319231
807 Israel 2013 7.320563 10.515121 0.908516 72.580002 0.739002 0.150384 0.848538 0.697946 0.408576
808 Israel 2014 7.400570 10.532819 0.889070 72.639999 0.706975 0.093551 0.818040 0.604293 0.271256
809 Israel 2015 7.079411 10.535648 0.864130 72.699997 0.752784 0.108476 0.789430 0.696548 0.256258
810 Israel 2016 7.159011 10.555093 0.889661 72.900002 0.772297 0.153160 0.804057 0.629189 0.263090
811 Israel 2017 7.331036 10.570462 0.916441 73.099998 0.768076 0.145330 0.792652 0.673591 0.276443
812 Israel 2018 6.927179 10.585150 0.909595 73.300003 0.724662 0.055274 0.770135 0.663490 0.282063
813 Israel 2019 7.331780 10.600675 0.946011 73.500000 0.834492 0.085437 0.742868 0.634593 0.265892
814 Israel 2020 7.194928 10.538054 0.959072 73.699997 0.831316 -0.049372 0.747639 0.621398 0.242826
815 Italy 2005 6.853784 10.702738 0.928001 71.900002 0.802195 NaN 0.943912 0.678837 0.294698
816 Italy 2007 6.574412 10.727192 0.912292 72.260002 0.684297 0.113494 0.922197 0.715646 0.303446
817 Italy 2008 6.779774 10.710900 0.879663 72.440002 0.543077 0.049271 0.945625 0.636669 0.267581
818 Italy 2009 6.333800 10.652089 0.880313 72.620003 0.700550 0.240435 0.889985 0.775457 0.279378
819 Italy 2010 6.354238 10.666001 0.872384 72.800003 0.737739 -0.059522 0.921075 0.596381 0.235880
820 Italy 2011 6.057086 10.671329 0.913309 72.839996 0.567738 -0.017811 0.933461 0.658394 0.265568
821 Italy 2012 5.839314 10.638372 0.869487 72.879997 0.570095 0.112832 0.908324 0.669761 0.387652
822 Italy 2013 6.009374 10.608197 0.916296 72.919998 0.499169 -0.102297 0.942639 0.778827 0.356616
823 Italy 2014 6.026585 10.598977 0.897899 72.959999 0.623531 -0.064877 0.919960 0.716064 0.356020
824 Italy 2015 5.847684 10.607694 0.908987 73.000000 0.574766 -0.064207 0.912753 0.691772 0.329209
825 Italy 2016 5.954524 10.622244 0.927213 73.199997 0.623742 -0.080541 0.902801 0.685423 0.339174
826 Italy 2017 6.198870 10.640284 0.919791 73.400002 0.632843 -0.035053 0.866668 0.661181 0.322846
827 Italy 2018 6.516527 10.650134 0.912656 73.599998 0.650009 -0.021211 0.887825 0.649023 0.402975
828 Italy 2019 6.445417 10.655202 0.838402 73.800003 0.709479 -0.081561 0.865528 0.631080 0.327960
829 Italy 2020 6.488356 10.562572 0.889824 74.000000 0.718155 -0.149937 0.844095 0.670213 0.311002
830 Ivory Coast 2009 4.197182 8.208836 0.667009 45.779999 0.759862 -0.153323 0.902262 0.603942 0.186184
831 Ivory Coast 2013 3.739366 8.274495 0.708571 47.099998 0.739193 -0.030705 0.691118 0.742971 0.306066
832 Ivory Coast 2014 3.570369 8.333736 0.710992 47.400002 0.780773 -0.080097 0.671356 0.647041 0.290651
833 Ivory Coast 2015 4.445039 8.393250 0.703992 47.700001 0.799746 -0.053405 0.744250 0.663882 0.347229
834 Ivory Coast 2016 4.542546 8.437222 0.617401 48.299999 0.768789 -0.042712 0.757453 0.703617 0.378029
835 Ivory Coast 2017 5.037735 8.482758 0.661375 48.900002 0.732098 -0.110538 0.770940 0.697735 0.357456
836 Ivory Coast 2018 5.268375 8.522961 0.620883 49.500000 0.712590 -0.050007 0.790967 0.682098 0.385631
837 Ivory Coast 2019 5.392012 8.563745 0.679386 50.099998 0.735712 -0.017261 0.799271 0.674235 0.425407
838 Ivory Coast 2020 5.256504 8.564923 0.613106 50.700001 0.769998 0.015564 0.776687 0.692647 0.339919
839 Jamaica 2006 6.207882 9.225333 0.909084 64.900002 0.738236 -0.003836 0.945988 0.788478 0.200847
840 Jamaica 2011 5.374446 9.163817 0.854584 66.220001 0.795614 -0.063646 0.909116 0.835872 0.237159
841 Jamaica 2013 5.708887 9.151133 0.864943 66.459999 0.793195 -0.020864 0.930722 0.733613 0.312485
842 Jamaica 2014 5.310539 9.152293 0.874232 66.580002 0.808973 -0.000519 0.861133 0.737161 0.309985
843 Jamaica 2017 5.889759 9.169349 0.913030 67.099998 0.860676 -0.129574 0.882796 0.769282 0.243400
844 Jamaica 2019 6.309239 9.186201 0.877814 67.500000 0.890671 -0.136797 0.885330 0.752041 0.195284
845 Japan 2005 6.515817 10.529193 0.927712 73.199997 0.867779 NaN 0.698930 0.738980 0.153151
846 Japan 2007 6.238198 10.557917 0.938148 73.440002 0.796054 -0.090048 0.809233 0.731494 0.206580
847 Japan 2008 5.910679 10.546437 0.887304 73.559998 0.772070 -0.135062 0.816475 0.779842 0.190774
848 Japan 2009 5.844999 10.490875 0.888357 73.680000 0.729888 -0.209903 0.740108 0.784990 0.169478
849 Japan 2010 6.056753 10.531758 0.901925 73.800003 0.771722 -0.140231 0.769557 0.827118 0.187703
850 Japan 2011 6.262794 10.532456 0.916704 73.980003 0.814396 -0.051788 0.733799 0.775717 0.181055
851 Japan 2012 5.968216 10.548893 0.905295 74.160004 0.752832 NaN 0.692387 0.776911 0.171475
852 Japan 2013 5.959362 10.570142 0.923688 74.339996 0.821417 -0.146817 0.650498 0.793809 0.174622
853 Japan 2014 5.922621 10.575209 0.900040 74.519997 0.838052 -0.139266 0.617483 0.741508 0.189433
854 Japan 2015 5.879684 10.588425 0.922657 74.699997 0.831694 -0.155128 0.654443 0.768091 0.176409
855 Japan 2016 5.954651 10.594784 0.899774 74.800003 0.836065 -0.062039 0.697639 0.760109 0.192403
856 Japan 2017 5.910676 10.617880 0.881961 74.900002 0.849397 -0.205958 0.659199 0.740388 0.175512
857 Japan 2018 5.793575 10.623133 0.886432 75.000000 0.773472 -0.261265 0.686785 0.703355 0.185300
858 Japan 2019 5.908039 10.631743 0.877651 75.099998 0.806472 -0.254619 0.617188 0.742844 0.194410
859 Japan 2020 6.117963 10.579548 0.887249 75.199997 0.806036 -0.258745 0.608699 0.742469 0.186461
860 Jordan 2005 6.294660 9.245755 0.920013 63.500000 NaN NaN 0.669727 0.695953 0.239560
861 Jordan 2007 5.598057 9.320656 0.840607 63.980000 0.646079 -0.111973 0.663645 0.682662 0.239750
862 Jordan 2008 4.930058 9.343456 0.766224 64.220001 NaN -0.127316 0.709403 0.668975 0.331201
863 Jordan 2009 5.999859 9.346684 0.899034 64.459999 0.770954 -0.075281 0.739464 0.644645 0.264641
864 Jordan 2010 5.569942 9.317488 0.917989 64.699997 0.788073 -0.046459 NaN 0.643089 0.343419
865 Jordan 2011 5.539328 9.289198 0.877919 65.000000 0.759565 -0.142816 NaN 0.612024 0.260324
866 Jordan 2012 5.131996 9.261048 0.829496 65.300003 0.693142 -0.160105 NaN 0.564725 0.345336
867 Jordan 2013 5.171953 9.237214 0.840379 65.599998 0.692227 -0.116707 NaN 0.684084 0.286033
868 Jordan 2014 5.333022 9.221872 0.816131 65.900002 0.728743 -0.104096 NaN 0.660056 0.312646
869 Jordan 2015 5.404593 9.207395 0.830444 66.199997 0.766517 -0.045793 NaN 0.689984 0.305196
870 Jordan 2016 5.271285 9.196954 0.819945 66.400002 0.771351 -0.038175 NaN 0.640658 0.311913
871 Jordan 2017 4.808083 9.194330 0.814665 66.599998 0.766262 -0.152088 NaN 0.627798 0.391505
872 Jordan 2018 4.638934 9.195625 0.799544 66.800003 0.762420 -0.185849 NaN NaN NaN
873 Jordan 2019 4.452548 9.200901 0.792560 67.000000 0.725756 -0.164765 NaN NaN NaN
874 Jordan 2020 4.093992 9.149995 0.708840 67.199997 0.778533 -0.149826 NaN NaN NaN
875 Kazakhstan 2006 5.475948 9.804373 0.872089 58.200001 0.730546 -0.274000 0.864982 0.668788 0.185065
876 Kazakhstan 2007 5.718554 9.878194 0.860893 58.700001 0.806300 -0.245569 0.865183 0.651071 0.178508
877 Kazakhstan 2008 5.886420 9.898478 0.839467 59.200001 0.726584 -0.220827 0.899164 0.675005 0.159726
878 Kazakhstan 2009 5.382563 9.884036 0.892998 59.700001 0.856448 -0.249477 0.844568 0.678526 0.128600
879 Kazakhstan 2010 5.514287 9.940362 0.903786 60.200001 0.784852 -0.215105 0.822704 0.691867 0.148951
880 Kazakhstan 2011 5.735663 9.997437 0.904971 60.720001 0.877888 -0.235396 0.801724 0.695144 0.154434
881 Kazakhstan 2012 5.759470 10.030233 0.891717 61.240002 0.839832 -0.171062 0.876682 0.739843 0.184381
882 Kazakhstan 2013 5.835483 10.074108 0.889010 61.759998 0.781591 -0.229209 0.819989 0.673899 0.164444
883 Kazakhstan 2014 5.970098 10.100524 0.795293 62.279999 0.799463 0.004009 0.805351 0.717840 0.169457
884 Kazakhstan 2015 5.949995 10.097837 0.931349 62.799999 0.740133 -0.036993 0.713844 0.730147 0.173994
885 Kazakhstan 2016 5.533552 10.094557 0.927811 63.400002 0.782806 -0.036056 0.702017 0.702479 0.155415
886 Kazakhstan 2017 5.882351 10.121135 0.914093 64.000000 0.745244 -0.034828 0.755251 0.756762 0.171486
887 Kazakhstan 2018 6.007636 10.148169 0.936657 64.599998 0.840183 -0.098020 0.823783 0.693199 0.161542
888 Kazakhstan 2019 6.272268 10.179278 0.951050 65.199997 0.852387 -0.055017 0.708279 0.787135 0.139133
889 Kazakhstan 2020 6.168269 10.135336 0.966449 65.800003 0.872100 -0.056175 0.660799 0.684103 0.150360
890 Kenya 2006 4.223234 8.038949 0.908798 50.220001 0.615886 -0.020096 0.860257 0.705087 0.198192
891 Kenya 2007 4.575658 8.077526 0.841112 51.540001 0.749842 0.053689 0.798739 0.725196 0.161941
892 Kenya 2008 4.015275 8.052174 0.826555 52.860001 0.620296 -0.011607 0.909447 0.772227 0.148997
893 Kenya 2009 4.270435 8.057199 0.789220 54.180000 0.583595 0.099646 0.912947 0.771880 0.182592
894 Kenya 2010 4.255859 8.110683 0.805326 55.500000 0.635457 0.018628 0.917921 0.819122 0.123202
895 Kenya 2011 4.405310 8.143036 0.846308 56.060001 0.708659 0.021800 0.922664 0.760372 0.227972
896 Kenya 2012 4.547335 8.161031 0.831410 56.619999 0.627654 0.065733 0.911273 0.706964 0.194177
897 Kenya 2013 3.795383 8.191969 0.824806 57.180000 0.708332 0.212380 0.861003 0.765043 0.161331
898 Kenya 2014 4.904580 8.218560 0.765436 57.740002 0.819019 0.172233 0.849194 0.814436 0.221097
899 Kenya 2015 4.357618 8.249250 0.776923 58.299999 0.792990 0.220653 0.852550 0.702257 0.172422
900 Kenya 2016 4.396128 8.282166 0.705922 58.900002 0.748508 0.298327 0.828412 0.742762 0.225648
901 Kenya 2017 4.475654 8.305535 0.714604 59.500000 0.853394 0.234422 0.854000 0.788452 0.230210
902 Kenya 2018 4.655703 8.343744 0.706720 60.099998 0.821413 0.291247 0.844244 0.759103 0.236921
903 Kenya 2019 4.618850 8.373293 0.675932 60.700001 0.817757 0.310065 0.794370 0.751439 0.250687
904 Kenya 2020 4.546584 8.365282 0.673718 61.299999 0.702034 0.259970 0.836516 0.733435 0.296980
905 Kosovo 2007 5.103906 8.927753 0.847812 NaN 0.381364 0.143901 0.894462 0.654866 0.236699
906 Kosovo 2008 5.521660 8.980872 0.883843 NaN NaN 0.090464 0.849059 NaN 0.317828
907 Kosovo 2009 5.891433 9.008162 0.830427 NaN 0.506415 0.200504 0.967839 0.597583 0.168830
908 Kosovo 2010 5.176601 9.032693 0.707959 NaN 0.451444 0.169696 0.967272 0.695178 0.117717
909 Kosovo 2011 4.859502 9.066925 0.759102 NaN 0.588979 0.003699 0.919212 0.695966 0.124438
910 Kosovo 2012 5.639588 9.085688 0.757147 NaN 0.635793 0.027182 0.949651 0.595572 0.099630
911 Kosovo 2013 6.125758 9.113430 0.720750 NaN 0.568463 0.114904 0.935095 0.691511 0.202731
912 Kosovo 2014 5.000375 9.128522 0.705632 NaN 0.441391 0.012095 0.775201 0.636128 0.205950
913 Kosovo 2015 5.077461 9.182307 0.805271 NaN 0.561048 0.180851 0.850647 0.753090 0.179989
914 Kosovo 2016 5.759412 9.228177 0.823803 NaN 0.827399 0.124869 0.940898 0.703887 0.149607
915 Kosovo 2017 6.149200 9.262030 0.792087 NaN 0.857677 0.117175 0.925192 0.738436 0.185879
916 Kosovo 2018 6.391826 9.296085 0.822407 NaN 0.889737 0.268795 0.922078 0.778271 0.170248
917 Kosovo 2019 6.425144 9.338535 0.842511 NaN 0.841190 0.246990 0.920297 0.748522 0.140792
918 Kosovo 2020 6.294414 NaN 0.792374 NaN 0.879838 NaN 0.909894 0.726240 0.201458
919 Kuwait 2006 6.075547 11.228230 0.918950 63.959999 0.769072 -0.235777 0.328158 0.845954 0.182275
920 Kuwait 2009 6.585246 11.064857 0.926412 64.440002 0.818781 0.006779 0.675122 0.718377 0.251760
921 Kuwait 2010 6.798151 10.982072 0.892722 64.599998 0.703020 -0.031405 0.486111 0.717980 0.203396
922 Kuwait 2011 6.377699 11.016783 0.881912 64.900002 0.768604 NaN 0.560424 0.793242 0.176825
923 Kuwait 2012 6.221095 11.025439 0.888917 65.199997 0.934050 NaN NaN 0.820709 0.095490
924 Kuwait 2013 6.480031 10.985214 0.861948 65.500000 0.750525 NaN NaN 0.752348 0.282629
925 Kuwait 2014 6.180139 10.944600 NaN 65.800003 NaN NaN NaN NaN NaN
926 Kuwait 2015 6.146032 10.912070 0.823018 66.099998 0.821662 0.081595 NaN 0.722894 0.323691
927 Kuwait 2016 5.947195 10.909778 0.845222 66.300003 0.840967 -0.075156 NaN 0.688287 0.314923
928 Kuwait 2017 6.093905 10.836743 0.853491 66.500000 0.884182 -0.004677 NaN 0.692072 0.307321
929 Kuwait 2019 6.106120 10.816696 0.841520 66.900002 0.867274 -0.104161 NaN 0.695363 0.302876
930 Kyrgyzstan 2006 4.641399 8.185375 0.844137 59.980000 0.677572 -0.140118 0.878633 0.654618 0.159483
931 Kyrgyzstan 2007 4.697762 8.257814 0.833098 60.259998 0.683523 -0.091322 0.929055 0.655074 0.129503
932 Kyrgyzstan 2008 4.736588 8.328985 0.792133 60.540001 0.719029 -0.099744 0.922627 0.623046 0.146872
933 Kyrgyzstan 2009 5.069054 8.345366 0.854936 60.820000 0.698920 -0.139841 0.896227 0.607278 0.164817
934 Kyrgyzstan 2010 4.996411 8.328712 0.885363 61.099998 0.720051 -0.071627 0.925794 0.649522 0.123463
935 Kyrgyzstan 2011 4.921049 8.374398 0.891404 61.520000 0.747808 -0.154570 0.932497 0.681429 0.151316
936 Kyrgyzstan 2012 5.207786 8.356864 0.856182 61.939999 0.702732 -0.078886 0.892037 0.690524 0.182383
937 Kyrgyzstan 2013 5.402427 8.440616 0.850716 62.360001 0.755037 -0.085081 0.899560 0.722004 0.134911
938 Kyrgyzstan 2014 5.252193 8.460006 0.898025 62.779999 0.736290 0.355367 0.896767 0.725461 0.185025
939 Kyrgyzstan 2015 4.905376 8.477442 0.856585 63.200001 0.813176 0.199768 0.857725 0.766794 0.173476
940 Kyrgyzstan 2016 4.856534 8.499515 0.914375 63.500000 0.813939 0.056209 0.916923 0.778171 0.126100
941 Kyrgyzstan 2017 5.629537 8.526488 0.882587 63.799999 0.859390 0.143024 0.874494 0.755125 0.160438
942 Kyrgyzstan 2018 5.297383 8.543475 0.898148 64.099998 0.944948 0.266904 0.907405 0.763271 0.203300
943 Kyrgyzstan 2019 5.685221 8.566573 0.877028 64.400002 0.920436 -0.002361 0.884540 0.765742 0.207229
944 Kyrgyzstan 2020 6.249586 8.503411 0.902223 64.699997 0.934885 0.102866 0.931318 0.803025 0.257813
945 Laos 2006 5.076226 8.250724 0.806987 53.919998 0.925082 0.439215 0.687814 0.885816 0.162685
946 Laos 2007 5.363855 8.307173 0.789621 54.439999 0.866525 0.478057 0.580067 0.861139 0.135671
947 Laos 2008 5.044099 8.365554 0.807086 54.959999 0.886214 0.416207 0.637409 0.829270 0.201755
948 Laos 2011 4.703750 8.548466 0.690878 56.299999 0.881634 0.458593 0.587322 0.899812 0.225278
949 Laos 2012 4.876085 8.610508 0.692628 56.599998 NaN 0.232109 NaN 0.916801 0.386679
950 Laos 2017 4.623141 8.889833 0.707336 58.299999 0.891001 0.073113 0.591617 0.872792 0.344226
951 Laos 2018 4.859402 8.934958 0.704738 58.700001 0.906661 0.141146 0.634240 0.852214 0.331883
952 Laos 2019 5.196856 8.965257 0.729444 59.099998 0.906153 0.061082 0.620234 0.878180 0.306144
953 Laos 2020 5.284391 8.959955 0.660396 59.500000 0.915028 0.141431 0.747998 0.821680 0.358349
954 Latvia 2006 4.709502 10.032048 0.884499 63.160000 0.640807 -0.229206 0.937049 0.654296 0.234135
955 Latvia 2007 4.666972 10.135619 0.835509 63.520000 0.700174 -0.166734 0.923953 0.672521 0.246863
956 Latvia 2008 5.145375 10.112092 0.855418 63.880001 0.630111 -0.203171 0.926328 0.638644 0.214901
957 Latvia 2009 4.668911 9.975006 0.806939 64.239998 0.437065 -0.180326 0.942090 0.525005 0.242197
958 Latvia 2011 4.966812 10.029216 0.836042 64.860001 0.564464 -0.002395 0.934256 0.563278 0.221713
959 Latvia 2012 5.125025 10.082130 0.851195 65.120003 0.563812 -0.037763 0.894979 0.560013 0.232225
960 Latvia 2013 5.069770 10.115854 0.834023 65.379997 0.630508 -0.072923 0.836554 0.642102 0.227449
961 Latvia 2014 5.729115 10.144242 0.881256 65.639999 0.670653 -0.043007 0.803688 0.652273 0.225979
962 Latvia 2015 5.880598 10.184513 0.879372 65.900002 0.656393 -0.077392 0.808400 0.608380 0.228137
963 Latvia 2016 5.940446 10.211235 0.917074 66.199997 0.685299 -0.156372 0.867640 0.653751 0.231384
964 Latvia 2017 5.977818 10.257271 0.895099 66.500000 0.699520 -0.154460 0.798378 0.623313 0.231753
965 Latvia 2018 5.901154 10.307017 0.913276 66.800003 0.608208 -0.212329 0.798949 0.585233 0.191871
966 Latvia 2019 5.969754 10.336246 0.935501 67.099998 0.697935 -0.193979 0.789227 0.575235 0.211631
967 Latvia 2020 6.229009 10.299590 0.928012 67.400002 0.820112 -0.077660 0.808822 0.713628 0.201582
968 Lebanon 2005 5.491245 9.565474 0.796278 64.599998 0.703206 NaN 0.945177 0.584244 0.292150
969 Lebanon 2006 4.653104 9.567953 0.853151 64.720001 0.670194 0.069380 0.901960 0.548371 0.319716
970 Lebanon 2008 4.594851 9.742742 0.717357 64.959999 0.524063 0.034625 0.926726 0.526726 0.365418
971 Lebanon 2009 5.205999 9.830077 0.736412 65.080002 0.664734 0.070730 0.937025 0.527855 0.401289
972 Lebanon 2010 5.031899 9.878128 0.721425 65.199997 0.677639 0.072939 0.949063 0.525078 0.341206
973 Lebanon 2011 5.187572 9.837661 0.732915 65.279999 0.657106 0.005815 0.910561 0.578011 0.320167
974 Lebanon 2012 4.572567 9.800110 0.712611 65.360001 0.620627 -0.005738 0.855778 0.499441 0.338857
975 Lebanon 2013 4.983289 9.771832 0.708228 65.440002 0.654868 -0.003850 0.920828 0.498864 0.409337
976 Lebanon 2014 5.233026 9.739010 0.758719 65.519997 0.657208 -0.012232 0.939358 0.558848 0.267213
977 Lebanon 2015 5.171971 9.698873 0.741708 65.599998 0.596750 0.072652 0.888953 0.567873 0.242554
978 Lebanon 2016 5.270724 9.687102 0.827886 66.099998 0.657357 0.031364 0.853114 0.552651 0.263446
979 Lebanon 2017 5.153990 9.680673 0.776583 66.599998 0.604554 -0.074190 0.910727 0.515444 0.243549
980 Lebanon 2018 5.167187 9.655796 0.829381 67.099998 0.607031 -0.065524 0.906650 0.463881 0.270689
981 Lebanon 2019 4.024220 9.596783 0.865969 67.599998 0.447001 -0.081082 0.890416 0.321690 0.494499
982 Lesotho 2011 4.897515 7.777329 0.824085 45.740002 0.618260 -0.086918 0.767676 0.793473 0.170010
983 Lesotho 2016 3.808205 7.952509 0.798059 46.599998 0.729490 -0.098773 0.742873 0.732466 0.270283
984 Lesotho 2017 3.795301 7.931326 0.768552 47.299999 0.756505 -0.144852 0.796859 0.746202 0.255303
985 Lesotho 2019 3.511781 7.925777 0.789705 48.700001 0.716314 -0.130536 0.914951 0.734880 0.273426
986 Liberia 2007 3.701401 7.195504 0.593732 49.139999 0.790374 0.115221 0.775735 0.612697 0.435410
987 Liberia 2008 4.221354 7.223229 0.618693 49.959999 0.724083 -0.034547 0.839668 0.585067 0.261133
988 Liberia 2010 4.196063 7.258445 0.827099 51.599998 0.819005 -0.038288 0.818430 0.595008 0.216883
989 Liberia 2014 4.571419 7.391012 0.708302 53.279999 0.590451 -0.029854 0.868966 0.542849 0.442860
990 Liberia 2015 2.701591 7.365483 0.637666 53.700001 0.671431 -0.061490 0.902673 0.505067 0.388489
991 Liberia 2016 3.354676 7.324065 0.642615 54.500000 0.763476 0.033054 0.901267 0.635528 0.509047
992 Liberia 2017 4.424491 7.323595 0.684867 55.299999 0.733390 -0.012056 0.866806 0.667946 0.391331
993 Liberia 2018 4.134853 7.311222 0.726750 56.099998 0.765770 0.049856 0.867924 0.659732 0.436099
994 Liberia 2019 5.121461 7.263904 0.712474 56.900002 0.705875 0.050612 0.828469 0.635609 0.389133
995 Libya 2012 5.754394 9.841973 0.854931 62.660000 0.711519 -0.031701 0.790556 0.694884 0.316150
996 Libya 2015 5.615405 9.307688 0.867988 62.299999 0.774545 -0.044114 NaN 0.703950 0.368905
997 Libya 2016 5.433583 9.267895 0.876066 62.299999 0.822385 -0.089468 NaN 0.717785 0.383074
998 Libya 2017 5.646852 9.490847 0.822759 62.299999 0.778696 -0.019349 0.673066 0.697049 0.379374
999 Libya 2018 5.493978 9.617004 0.824165 62.299999 0.780559 -0.101244 0.645839 0.705535 0.398903
1000 Libya 2019 5.330222 9.627350 0.826719 62.299999 0.761964 -0.072673 0.686413 0.708741 0.400737
1001 Lithuania 2006 5.954443 10.045794 0.930440 63.139999 0.567255 -0.295096 0.966879 0.621323 0.253998
1002 Lithuania 2007 5.808285 10.162817 0.940792 63.480000 0.589662 -0.281804 0.966326 0.589249 0.279184
1003 Lithuania 2008 5.553926 10.199043 0.913667 63.820000 0.621060 -0.259447 0.960843 0.532837 0.275796
1004 Lithuania 2009 5.466921 10.049811 0.932609 64.160004 0.495956 -0.303204 0.978800 0.526198 0.270838
1005 Lithuania 2010 5.065825 10.085495 0.881811 64.500000 0.519352 -0.274880 0.962167 0.473150 0.272029
1006 Lithuania 2011 5.432437 10.166590 0.911411 64.699997 0.565797 -0.147912 0.963512 0.569533 0.274637
1007 Lithuania 2012 5.771037 10.217619 0.918690 64.900002 0.503027 -0.273212 0.956959 0.580971 0.277386
1008 Lithuania 2013 5.595689 10.262704 0.912514 65.099998 0.555815 -0.236610 0.936336 0.580804 0.293729
1009 Lithuania 2014 6.125724 10.305781 0.908240 65.300003 0.507947 -0.263435 0.956348 0.619343 0.286911
1010 Lithuania 2015 5.711378 10.335316 0.928524 65.500000 0.641470 -0.253632 0.924174 0.594610 0.276452
1011 Lithuania 2016 5.865552 10.373261 0.937873 66.099998 0.614239 -0.266326 0.949393 0.594167 0.249856
1012 Lithuania 2017 6.272941 10.428843 0.926317 66.699997 0.749307 -0.173561 0.789710 0.607613 0.195119
1013 Lithuania 2018 6.308879 10.474184 0.929350 67.300003 0.698945 -0.236668 0.851745 0.516805 0.213560
1014 Lithuania 2019 6.064098 10.517996 0.917578 67.900002 0.780266 -0.251475 0.782501 0.566024 0.276054
1015 Lithuania 2020 6.391379 10.503607 0.952544 68.500000 0.824061 -0.121781 0.829205 0.660230 0.201912
1016 Luxembourg 2009 6.957920 11.562458 0.938559 71.440002 0.939102 0.126973 0.431607 0.799493 0.238022
1017 Luxembourg 2010 7.097252 11.591707 0.952372 71.699997 0.908303 0.095851 0.423341 0.808783 0.216064
1018 Luxembourg 2011 7.101400 11.594556 0.934091 71.879997 0.961831 0.105871 0.388171 0.836459 0.200137
1019 Luxembourg 2012 6.964097 11.567009 0.913908 72.059998 0.916521 0.058670 0.402753 0.815249 0.227412
1020 Luxembourg 2013 7.130809 11.579789 0.916683 72.239998 0.789655 -0.054244 0.300812 0.640380 0.184800
1021 Luxembourg 2014 6.891127 11.598289 0.875469 72.419998 0.937988 0.105852 0.366287 0.803084 0.170409
1022 Luxembourg 2015 6.701571 11.616853 0.933605 72.599998 0.932256 0.052100 0.375390 0.757445 0.193050
1023 Luxembourg 2016 6.967341 11.640030 0.941261 72.599998 0.882365 0.018698 0.356336 0.757950 0.192301
1024 Luxembourg 2017 7.061381 11.633572 0.905436 72.599998 0.902822 0.044103 0.330174 0.765817 0.184467
1025 Luxembourg 2018 7.242631 11.644917 0.902192 72.599998 0.883930 -0.021763 0.385146 0.750309 0.201894
1026 Luxembourg 2019 7.404016 11.648169 0.912105 72.599998 0.930321 -0.045058 0.389598 0.789186 0.211640
1027 Madagascar 2006 3.979751 7.375728 0.711135 54.040001 NaN -0.038620 NaN 0.701799 0.161333
1028 Madagascar 2008 4.640079 7.438793 0.775689 54.919998 0.332436 -0.099392 0.773067 0.614425 0.214525
1029 Madagascar 2011 4.381415 7.336246 0.818403 56.220001 0.545556 -0.062000 0.897100 0.509871 0.234826
1030 Madagascar 2012 3.550610 7.338574 0.673088 56.639999 0.487008 -0.054980 0.853590 0.689856 0.193977
1031 Madagascar 2013 3.815607 7.334185 0.672547 57.060001 0.479550 -0.018502 0.867708 0.734316 0.241231
1032 Madagascar 2014 3.675627 7.340022 0.655214 57.480000 0.528805 -0.023182 0.791056 0.747616 0.192182
1033 Madagascar 2015 3.592514 7.343922 0.646717 57.900002 0.544754 -0.040822 0.860953 0.801759 0.226243
1034 Madagascar 2016 3.663086 7.356195 0.746497 58.299999 0.569645 -0.068980 0.864171 0.813191 0.204255
1035 Madagascar 2017 4.078620 7.367975 0.626332 58.700001 0.570348 -0.033295 0.847261 0.751698 0.374838
1036 Madagascar 2018 4.070587 7.385916 0.665513 59.099998 0.551473 0.002596 0.889146 0.752341 0.362014
1037 Madagascar 2019 4.339087 7.406237 0.700610 59.500000 0.549535 -0.012469 0.719983 0.723195 0.303960
1038 Malawi 2006 3.829868 6.678227 0.553879 44.880001 0.767142 0.200121 0.676439 0.670133 0.222252
1039 Malawi 2007 4.891037 6.741916 0.600267 46.259998 0.909994 0.202076 0.691305 0.727482 0.175514
1040 Malawi 2009 5.148240 6.838264 0.718450 49.020000 0.879161 0.175866 0.688926 0.765324 0.130396
1041 Malawi 2011 3.946063 6.894792 0.612737 51.419998 0.733464 0.098695 0.852994 0.712759 0.268475
1042 Malawi 2012 4.279270 6.884888 0.603726 52.439999 0.637363 0.169196 0.885785 0.815616 0.200463
1043 Malawi 2013 4.035084 6.907197 0.563162 53.459999 0.751995 0.078465 0.856666 0.808457 0.247829
1044 Malawi 2014 4.563080 6.934600 0.511616 54.480000 0.785767 0.061088 0.824018 0.703745 0.262713
1045 Malawi 2015 3.867638 6.934621 0.494382 55.500000 0.801391 0.058068 0.834825 0.632621 0.259764
1046 Malawi 2016 3.476493 6.932059 0.524300 56.200001 0.809884 0.065857 0.823615 0.603105 0.324739
1047 Malawi 2017 3.416863 6.944613 0.555423 56.900002 0.847921 0.024892 0.734637 0.608667 0.312088
1048 Malawi 2018 3.334634 6.949402 0.527843 57.599998 0.798915 0.072720 0.765964 0.586300 0.364894
1049 Malawi 2019 3.869124 6.965763 0.548956 58.299999 0.764864 0.003597 0.680248 0.536697 0.348162
1050 Malaysia 2006 6.011717 9.839272 0.865900 64.959999 0.836766 0.201140 0.739797 0.750243 0.242825
1051 Malaysia 2007 6.238904 9.880765 0.871497 65.120003 0.843628 0.089406 0.799052 0.775072 0.162262
1052 Malaysia 2008 5.806782 9.908837 0.802811 65.279999 0.779566 0.044362 0.883766 0.815414 0.185745
1053 Malaysia 2009 5.384702 9.875430 0.791666 65.440002 0.874320 -0.008678 0.858095 0.821611 0.163550
1054 Malaysia 2010 5.580282 9.930140 0.839096 65.599998 0.769191 0.032386 0.843691 0.832448 0.191948
1055 Malaysia 2011 5.786367 9.966146 0.770423 65.760002 0.840359 -0.016248 0.841505 0.887327 0.154875
1056 Malaysia 2012 5.914284 10.004979 0.841219 65.919998 0.848072 0.017118 0.846618 0.867353 0.176882
1057 Malaysia 2013 5.770200 10.037157 0.830900 66.080002 0.791310 0.264115 0.755383 0.736497 0.316552
1058 Malaysia 2014 5.962922 10.082084 0.863067 66.239998 0.808384 0.239343 0.844815 0.769534 0.260893
1059 Malaysia 2015 6.322121 10.118296 0.817616 66.400002 0.674594 0.222314 0.837892 0.774716 0.313733
1060 Malaysia 2018 5.338818 10.223283 0.789409 67.000000 0.874548 0.127355 0.894131 0.824455 0.200367
1061 Malaysia 2019 5.427954 10.252403 0.842499 67.199997 0.915779 0.123324 0.781944 0.834177 0.176072
1062 Maldives 2018 5.197575 9.825986 0.913315 70.599998 0.854759 0.023998 NaN NaN NaN
1063 Mali 2006 4.014076 7.592930 0.761116 45.919998 0.555076 -0.071815 0.761046 0.766735 0.208563
1064 Mali 2008 4.114664 7.607233 0.746601 47.160000 0.494840 -0.012124 0.917590 0.682154 0.164491
1065 Mali 2009 3.976599 7.621565 0.732557 47.779999 0.633816 0.008319 0.819208 0.760446 0.149751
1066 Mali 2010 3.762305 7.641754 0.750922 48.400002 0.749050 -0.027935 0.810591 0.796525 0.161666
1067 Mali 2011 4.666833 7.642934 0.795505 48.759998 0.822848 -0.100806 0.726062 0.758270 0.131821
1068 Mali 2012 4.313017 7.605007 0.823435 49.119999 0.704219 -0.088333 0.786720 0.680750 0.109448
1069 Mali 2013 3.676277 7.598773 0.819691 49.480000 0.664711 -0.053348 0.754807 0.723920 0.192901
1070 Mali 2014 3.974714 7.638360 0.843123 49.840000 0.651514 -0.037456 0.657931 0.740901 0.185634
1071 Mali 2015 4.582098 7.668848 0.830189 50.200001 0.633754 -0.067582 0.800047 0.708948 0.243003
1072 Mali 2016 4.016028 7.695135 0.836255 50.700001 0.696007 -0.069865 0.862327 0.806901 0.305299
1073 Mali 2017 4.741850 7.717912 0.741359 51.200001 0.753213 -0.069479 0.862655 0.741836 0.392784
1074 Mali 2018 4.415730 7.733290 0.691859 51.700001 0.737205 -0.033900 0.793091 0.770017 0.369648
1075 Mali 2019 4.987992 7.752495 0.754558 52.200001 0.670405 -0.037852 0.846340 0.711523 0.357765
1076 Malta 2009 6.327640 10.331231 0.915772 71.379997 0.803180 0.463617 NaN 0.714780 0.357874
1077 Malta 2010 5.773875 10.361134 0.908321 71.599998 0.802044 0.286807 NaN 0.696920 0.375303
1078 Malta 2011 6.154718 10.370396 0.922640 71.720001 0.881922 0.295860 NaN 0.736184 0.339703
1079 Malta 2012 5.962872 10.388962 0.921752 71.839996 0.860690 0.352201 NaN 0.744281 0.390504
1080 Malta 2013 6.379925 10.422175 0.942231 71.959999 0.909436 0.410022 NaN 0.660353 0.369558
1081 Malta 2014 6.452118 10.486463 0.941216 72.080002 0.903937 0.403982 0.669645 0.652304 0.352066
1082 Malta 2015 6.613394 10.565676 0.918765 72.199997 0.912178 0.347029 0.663886 0.679821 0.355041
1083 Malta 2016 6.590842 10.599454 0.930369 72.199997 0.916024 0.345397 0.696495 0.687272 0.355444
1084 Malta 2017 6.675666 10.634771 0.937332 72.199997 0.923643 0.252825 0.690495 0.720753 0.302443
1085 Malta 2018 6.909711 10.670444 0.931542 72.199997 0.927341 0.178772 0.595200 0.721224 0.295699
1086 Malta 2019 6.732977 10.676836 0.921579 72.199997 0.923967 0.087192 0.689411 0.706596 0.356244
1087 Malta 2020 6.156823 NaN 0.937920 72.199997 0.930600 NaN 0.674626 0.601496 0.410913
1088 Mauritania 2007 4.149043 8.533192 0.681909 53.660000 0.572888 -0.071880 0.586451 0.732822 0.174229
1089 Mauritania 2008 4.248075 8.501031 0.670253 53.939999 0.593265 -0.017986 0.840948 0.731891 0.176086
1090 Mauritania 2009 4.500432 8.472956 0.819334 54.220001 0.735071 0.039242 0.848294 0.737651 0.169829
1091 Mauritania 2010 4.772307 8.469553 0.856508 54.500000 0.668931 0.055054 0.727364 0.777994 0.128676
1092 Mauritania 2011 4.784804 8.480979 0.750277 54.820000 0.566920 0.051923 0.746938 0.762008 0.174863
1093 Mauritania 2012 4.673204 8.495164 0.763333 55.139999 0.487373 -0.021221 0.707006 0.782068 0.163681
1094 Mauritania 2013 4.199015 8.506342 0.741156 55.459999 0.602800 -0.078656 0.675554 0.793040 0.195690
1095 Mauritania 2014 4.482805 8.518929 0.852778 55.779999 0.468318 -0.054140 0.589483 0.754968 0.163452
1096 Mauritania 2015 3.922664 8.542361 0.874946 56.099998 0.447087 0.055479 0.715358 0.819522 0.193900
1097 Mauritania 2016 4.472149 8.526330 0.784827 56.400002 0.466561 -0.174851 0.841835 0.734556 0.221666
1098 Mauritania 2017 4.678160 8.532515 0.779225 56.700001 0.527447 -0.152978 0.777314 0.637107 0.272322
1099 Mauritania 2018 4.313615 8.525642 0.801596 57.000000 0.466889 -0.111638 0.710529 0.663382 0.275558
1100 Mauritania 2019 4.152619 8.555842 0.798102 57.299999 0.627505 -0.101857 0.742890 0.691831 0.259739
1101 Mauritius 2011 5.477073 9.767368 0.800273 64.699997 0.848194 0.191429 0.846761 0.738434 0.252505
1102 Mauritius 2014 5.647780 9.864758 0.784822 65.300003 0.824230 0.176287 0.879406 0.808025 0.222400
1103 Mauritius 2016 5.610003 9.935322 0.836032 65.800003 0.819176 0.139464 0.890661 0.784898 0.245712
1104 Mauritius 2017 6.174118 9.971852 0.910142 66.099998 0.912308 0.086756 0.818180 0.747760 0.168721
1105 Mauritius 2018 5.881741 10.008217 0.908842 66.400002 0.866928 -0.073091 0.785250 0.773952 0.157993
1106 Mauritius 2019 6.241165 10.042786 0.913134 66.699997 0.893158 -0.052767 0.810201 0.808238 0.149363
1107 Mauritius 2020 6.015300 9.972017 0.892566 67.000000 0.842598 -0.036693 0.771790 0.766984 0.138402
1108 Mexico 2005 6.580658 9.787807 0.902808 66.199997 0.813745 NaN 0.764249 0.819803 0.218943
1109 Mexico 2007 6.525378 9.825010 0.878806 66.320000 0.670430 -0.094635 0.746681 0.815721 0.248498
1110 Mexico 2008 6.829036 9.821427 0.876328 66.379997 0.677477 -0.127599 0.784898 0.825426 0.201175
1111 Mexico 2009 6.962819 9.752354 0.868221 66.440002 0.682463 -0.075910 0.764226 0.848762 0.196071
1112 Mexico 2010 6.802389 9.787887 0.876390 66.500000 0.778121 -0.048390 0.692892 0.840059 0.215495
1113 Mexico 2011 6.909515 9.809915 0.824064 66.680000 0.831368 -0.099408 0.697580 0.790099 0.227556
1114 Mexico 2012 7.320185 9.832137 0.767279 66.860001 0.787768 -0.092894 0.633281 0.784479 0.278111
1115 Mexico 2013 7.442546 9.832432 0.759138 67.040001 0.738717 -0.164754 0.614747 0.789685 0.222949
1116 Mexico 2014 6.679831 9.847312 0.781965 67.220001 0.779133 -0.094295 0.629851 0.801650 0.228730
1117 Mexico 2015 6.236287 9.867251 0.760614 67.400002 0.719466 -0.151754 0.707972 0.744821 0.237188
1118 Mexico 2016 6.824173 9.883908 0.893493 67.699997 0.751613 -0.153100 0.808579 0.859106 0.219571
1119 Mexico 2017 6.410299 9.893229 0.799839 68.000000 0.861405 -0.201577 0.800893 0.842642 0.230991
1120 Mexico 2018 6.549579 9.903099 0.858069 68.300003 0.816200 -0.179161 0.808638 0.881713 0.213254
1121 Mexico 2019 6.431945 9.890728 0.851686 68.599998 0.903384 -0.140895 0.808538 0.864475 0.251983
1122 Mexico 2020 5.964221 9.782189 0.778816 68.900002 0.873347 -0.119390 0.778166 0.810109 0.291556
1123 Moldova 2006 5.102071 8.935841 0.812183 60.580002 0.554478 -0.164258 0.926055 0.618771 0.254923
1124 Moldova 2007 4.774918 8.967717 0.804192 60.759998 0.696195 -0.185563 0.929560 0.571288 0.305512
1125 Moldova 2008 5.502756 9.044728 0.871553 60.939999 0.640617 -0.055608 0.925664 0.583739 0.283589
1126 Moldova 2009 5.554374 8.984115 0.855883 61.119999 0.550859 -0.098672 0.925062 0.561607 0.306488
1127 Moldova 2010 5.589736 9.053706 0.847095 61.299999 0.598485 -0.088348 0.929309 0.583790 0.277520
1128 Moldova 2011 5.792263 9.110837 0.869414 61.619999 0.628023 -0.081683 0.956644 0.567914 0.284829
1129 Moldova 2012 5.995713 9.105053 0.826220 61.939999 0.602419 -0.049542 0.955485 0.567697 0.313726
1130 Moldova 2013 5.756059 9.191901 0.802883 62.259998 0.657734 -0.068739 0.940632 0.581804 0.260603
1131 Moldova 2014 5.917058 9.241297 0.804969 62.580002 0.623186 -0.113153 0.924807 0.582633 0.259690
1132 Moldova 2015 6.017472 9.245788 0.839906 62.900002 0.595241 -0.089768 0.943119 0.590383 0.281456
1133 Moldova 2016 5.577784 9.300414 0.837321 63.599998 0.557369 -0.047451 0.969483 0.621101 0.274551
1134 Moldova 2017 5.325531 9.363174 0.830768 64.300003 0.552825 -0.052941 0.926334 0.581489 0.259478
1135 Moldova 2018 5.682277 9.423275 0.892080 65.000000 0.823824 -0.084457 0.928720 0.581715 0.270072
1136 Moldova 2019 5.803451 9.475307 0.809167 65.699997 0.783665 -0.092406 0.883823 0.630975 0.261621
1137 Moldova 2020 5.811629 9.462110 0.874062 66.400002 0.859083 -0.058279 0.941439 0.727225 0.267836
1138 Mongolia 2007 4.609059 8.833219 0.881055 58.820000 0.781333 0.063611 0.917813 0.570640 0.203044
1139 Mongolia 2008 4.493010 8.903909 0.920116 59.279999 0.484081 0.067774 0.961714 0.585894 0.173452
1140 Mongolia 2010 4.585524 8.919961 0.904178 60.200001 0.630967 0.099294 0.927568 0.712425 0.150025
1141 Mongolia 2011 5.031174 9.061063 0.947885 60.500000 0.700346 0.150968 0.931159 0.692158 0.153233
1142 Mongolia 2012 4.885150 9.157819 0.918516 60.799999 0.688312 0.106601 0.932386 0.689053 0.181066
1143 Mongolia 2013 4.912928 9.247997 0.934742 61.099998 0.748014 0.136145 0.927854 0.649445 0.178902
1144 Mongolia 2014 4.824835 9.303862 0.943437 61.400002 0.752354 0.146183 0.908597 0.627492 0.170421
1145 Mongolia 2015 4.982720 9.307735 0.905524 61.700001 0.685511 0.173100 0.900218 0.652786 0.207653
1146 Mongolia 2016 5.057000 9.300219 0.947489 61.900002 0.759741 0.089747 0.900452 0.694095 0.171172
1147 Mongolia 2017 5.333850 9.333601 0.924251 62.099998 0.674627 0.118658 0.864952 0.675165 0.213600
1148 Mongolia 2018 5.464623 9.385602 0.941514 62.299999 0.695547 0.053941 0.848502 0.654125 0.191890
1149 Mongolia 2019 5.562905 9.418149 0.945758 62.500000 0.710675 0.148912 0.873167 0.707434 0.166921
1150 Mongolia 2020 6.011365 9.395559 0.917789 62.700001 0.718491 0.141357 0.842828 0.636443 0.259983
1151 Montenegro 2007 5.196315 9.692938 0.831841 66.199997 0.512067 -0.133581 0.814568 0.578938 0.339851
1152 Montenegro 2009 4.801060 9.699058 0.815984 66.800003 0.556366 -0.101294 0.838486 0.623211 0.422740
1153 Montenegro 2010 5.455030 9.724202 0.804549 67.099998 0.552104 -0.206273 0.757207 0.594659 0.410302
1154 Montenegro 2011 5.223117 9.754926 0.817632 67.260002 0.546081 -0.225963 0.762384 0.602761 0.378120
1155 Montenegro 2012 5.218724 9.726468 0.704033 67.419998 0.461706 -0.192348 0.755060 0.573610 0.379281
1156 Montenegro 2013 5.074342 9.760366 0.735565 67.580002 0.502265 -0.175839 0.693372 0.538980 0.331082
1157 Montenegro 2014 5.282721 9.777077 0.862930 67.739998 0.502666 0.096592 0.768466 0.587442 0.367647
1158 Montenegro 2015 5.124921 9.809857 0.739631 67.900002 0.583317 -0.143989 0.781233 0.580314 0.337239
1159 Montenegro 2016 5.304066 9.838692 0.865744 68.099998 0.568634 -0.087417 0.848967 0.591425 0.336675
1160 Montenegro 2017 5.614799 9.884665 0.881200 68.300003 0.625906 -0.082894 0.755680 0.519128 0.349785
1161 Montenegro 2018 5.650190 9.934432 0.855980 68.500000 0.626431 -0.051029 0.768923 0.589933 0.354935
1162 Montenegro 2019 5.386025 9.970144 0.831625 68.699997 0.694162 -0.104814 0.819997 0.591094 0.365958
1163 Montenegro 2020 5.722163 9.912668 0.887129 68.900002 0.801855 0.059816 0.844687 0.603283 0.411378
1164 Morocco 2010 4.383247 8.745781 NaN 63.500000 0.662900 -0.162347 0.900453 NaN NaN
1165 Morocco 2011 5.084973 8.783417 0.833385 63.799999 0.578931 -0.218117 0.875225 0.735656 0.187149
1166 Morocco 2012 4.969656 8.799099 0.675825 64.099998 0.756785 -0.186699 0.844935 0.687131 0.281336
1167 Morocco 2013 5.142160 8.829243 0.597166 64.400002 0.571630 -0.210398 0.771112 0.784261 0.239409
1168 Morocco 2015 5.163157 8.872023 0.605918 65.000000 0.712933 -0.227693 0.841857 0.661078 0.261804
1169 Morocco 2016 5.386307 8.869151 0.655409 65.300003 0.816556 -0.237478 0.717356 0.712659 0.205413
1170 Morocco 2017 5.312483 8.897567 0.641193 65.599998 0.814258 -0.215847 0.840502 0.559288 0.322716
1171 Morocco 2018 4.896792 8.914309 0.553760 65.900002 0.773180 -0.234374 0.843173 0.638049 0.415982
1172 Morocco 2019 5.056752 8.924619 0.534804 66.199997 0.756748 -0.244314 0.756867 0.588883 0.409912
1173 Morocco 2020 4.802618 8.870917 0.552520 66.500000 0.818995 -0.228578 0.802740 0.587182 0.256431
1174 Mozambique 2006 4.594880 6.775823 0.878795 44.799999 0.684149 0.041025 0.757999 0.622544 0.326823
1175 Mozambique 2007 4.832635 6.822544 0.747681 45.500000 0.643062 0.073758 0.854016 0.634451 0.240264
1176 Mozambique 2008 4.653583 6.865446 0.755583 46.200001 0.514437 0.005720 0.864335 0.622976 0.279546
1177 Mozambique 2011 4.971112 6.978660 0.817625 48.320000 0.639207 -0.024201 0.718759 0.592006 0.243416
1178 Mozambique 2015 4.549767 7.140939 0.665858 51.200001 0.813229 0.088727 0.631573 0.564461 0.339584
1179 Mozambique 2017 4.279863 7.157471 0.678464 53.200001 0.822671 -0.029965 0.682109 0.648381 0.353177
1180 Mozambique 2018 4.653714 7.162043 0.738480 54.200001 0.896622 0.048564 0.691220 0.639640 0.397279
1181 Mozambique 2019 4.932133 7.154967 0.742304 55.200001 0.869810 0.072745 0.681900 0.587275 0.384123
1182 Myanmar 2012 4.438940 8.157996 0.612250 57.020000 0.691094 0.644975 0.694739 0.764304 0.205414
1183 Myanmar 2013 4.175671 8.230396 0.756725 57.380001 0.775448 0.689318 0.637766 0.803302 0.217311
1184 Myanmar 2014 4.786247 8.299047 0.774267 57.740002 NaN 0.698099 0.591633 0.857965 0.111979
1185 Myanmar 2015 4.223846 8.359018 0.752064 58.099998 0.807971 0.687560 0.633305 0.865906 0.271751
1186 Myanmar 2016 4.623120 8.408031 0.793462 58.400002 0.877491 0.679426 0.607287 0.804010 0.301501
1187 Myanmar 2017 4.154342 8.463774 0.795184 58.700001 0.886012 0.650009 0.618822 0.745647 0.282286
1188 Myanmar 2018 4.410633 8.523012 0.773826 59.000000 0.906111 0.490355 0.646726 0.776951 0.300140
1189 Myanmar 2019 4.434237 8.545227 0.762995 59.299999 0.899064 0.561138 0.681796 0.754618 0.285576
1190 Myanmar 2020 4.431364 8.553914 0.795763 59.599998 0.824871 0.470258 0.646702 0.799749 0.289218
1191 Namibia 2007 4.885587 9.059242 0.827624 49.680000 0.781040 -0.100627 0.839218 0.810895 0.159756
1192 Namibia 2014 4.573991 9.231745 0.762784 55.160000 0.849355 -0.183334 0.790228 0.748637 0.238961
1193 Namibia 2017 4.441306 9.215378 0.828339 56.200001 0.810402 -0.190043 0.831303 0.720678 0.277252
1194 Namibia 2018 4.834088 9.203514 0.864215 56.500000 0.753905 -0.168838 0.845942 0.739387 0.240249
1195 Namibia 2019 4.435811 9.173384 0.844592 56.799999 0.739035 -0.173687 0.879071 0.671533 0.256161
1196 Namibia 2020 4.451010 9.104139 0.740570 57.099998 0.665682 -0.103880 0.810355 0.647920 0.247542
1197 Nepal 2006 4.566595 7.616336 0.873681 57.200001 0.689296 NaN 0.897137 0.716780 0.170838
1198 Nepal 2007 4.748284 7.637837 0.786708 57.700001 0.413321 0.316552 0.890811 0.643317 0.152298
1199 Nepal 2008 4.440526 7.686386 0.817658 58.200001 0.617605 0.290567 0.900029 0.744862 0.153098
1200 Nepal 2009 4.916868 7.722617 0.813068 58.700001 0.616154 0.043605 0.949702 0.570157 0.215434
1201 Nepal 2010 4.349675 7.764844 0.779038 59.200001 0.519063 0.091644 0.910802 0.672458 0.225973
1202 Nepal 2011 3.809445 7.797446 0.740979 59.400002 0.524798 -0.009690 0.934564 0.699453 0.207359
1203 Nepal 2012 4.233245 7.846059 0.733602 59.599998 0.637778 0.070284 0.883494 0.736083 0.231071
1204 Nepal 2013 4.604577 7.889188 0.740099 59.799999 0.722266 0.150582 0.877340 0.629176 0.279264
1205 Nepal 2014 4.975015 7.947761 0.785883 60.000000 0.711878 0.120701 0.840686 0.613920 0.287447
1206 Nepal 2015 4.812437 7.976440 0.747612 60.200001 0.763447 0.227414 0.823508 0.543058 0.358234
1207 Nepal 2016 5.099540 7.973241 0.837044 61.299999 0.839488 0.168322 0.817115 0.627351 0.369662
1208 Nepal 2017 4.736692 8.038934 0.816383 62.400002 0.845148 0.133597 0.770177 0.570577 0.375978
1209 Nepal 2018 4.910087 8.087254 0.768336 63.500000 0.770094 0.122154 0.741753 0.536978 0.386792
1210 Nepal 2019 5.448725 8.136457 0.772273 64.599998 0.790348 0.166976 0.711842 0.535798 0.357100
1211 Netherlands 2005 7.463979 10.813766 0.947358 70.400002 0.901008 NaN 0.571342 0.869353 0.232795
1212 Netherlands 2007 7.451880 10.881042 0.943854 70.800003 0.896018 0.344347 0.445437 0.817750 0.213336
1213 Netherlands 2008 7.631012 10.898621 0.944202 71.000000 0.883287 0.365200 0.418940 0.788195 0.181690
1214 Netherlands 2010 7.501876 10.864328 0.956537 71.400002 0.921448 0.349346 0.398592 0.853234 0.206079
1215 Netherlands 2011 7.563798 10.875057 0.938396 71.519997 0.925432 0.335668 0.359396 0.862723 0.181386
1216 Netherlands 2012 7.470716 10.861000 0.938885 71.639999 0.877119 0.288119 0.433754 0.860641 0.226290
1217 Netherlands 2013 7.406550 10.856749 0.924705 71.760002 0.918996 0.304530 0.504530 0.866824 0.235443
1218 Netherlands 2014 7.321188 10.867284 0.908996 71.879997 0.910180 0.331311 0.456948 0.867766 0.220657
1219 Netherlands 2015 7.324437 10.882255 0.879010 72.000000 0.903979 0.261447 0.411822 0.834134 0.202129
1220 Netherlands 2016 7.540877 10.898613 0.925944 72.099998 0.907310 0.238664 0.433304 0.838432 0.214851
1221 Netherlands 2017 7.458965 10.921394 0.936501 72.199997 0.920320 0.250440 0.363134 0.852185 0.184520
1222 Netherlands 2018 7.463097 10.941197 0.939443 72.300003 0.919985 0.161489 0.370558 0.861977 0.204794
1223 Netherlands 2019 7.425269 10.953283 0.941477 72.400002 0.885593 0.212534 0.360068 0.838301 0.230502
1224 Netherlands 2020 7.504448 10.900500 0.943956 72.500000 0.934523 0.151298 0.280605 0.783991 0.246511
1225 New Zealand 2006 7.305014 10.525517 0.946047 71.199997 0.932080 0.311503 0.224220 0.879671 0.218773
1226 New Zealand 2007 7.604173 10.546432 0.966533 71.400002 0.878219 0.278680 0.294616 0.854027 0.237997
1227 New Zealand 2008 7.381171 10.527592 0.944275 71.599998 0.893072 0.297726 0.333751 0.854247 0.231881
1228 New Zealand 2010 7.223756 10.520456 0.975642 72.000000 0.917753 0.254364 0.320748 0.847234 0.234758
1229 New Zealand 2011 7.190638 10.536145 0.953650 72.120003 0.934769 0.284323 0.269330 0.863913 0.210150
1230 New Zealand 2012 7.249630 10.552812 0.930029 72.239998 0.901853 0.287335 0.289298 0.866304 0.206878
1231 New Zealand 2013 7.280152 10.571076 0.958153 72.360001 0.944000 0.236998 0.312236 0.834956 0.151397
1232 New Zealand 2014 7.305892 10.591587 0.942381 72.480003 0.931882 0.347953 0.272609 0.847514 0.199019
1233 New Zealand 2015 7.418121 10.608247 0.987343 72.599998 0.941784 0.329437 0.185889 0.833642 0.159830
1234 New Zealand 2016 7.225688 10.623369 0.936603 72.800003 0.926576 0.265629 0.278271 0.832945 0.207414
1235 New Zealand 2017 7.327183 10.633281 0.954921 73.000000 0.942279 0.294139 0.221887 0.817431 0.171717
1236 New Zealand 2018 7.370286 10.660436 0.953863 73.199997 0.949300 0.119827 0.206580 0.845363 0.167951
1237 New Zealand 2019 7.205174 10.666336 0.938821 73.400002 0.912042 0.156747 0.233831 0.816023 0.191176
1238 New Zealand 2020 7.257382 10.600457 0.951991 73.599998 0.918155 0.125260 0.282768 0.849415 0.208541
1239 Nicaragua 2006 4.460158 8.398162 0.877170 64.139999 0.745456 0.009666 0.844391 0.778861 0.294416
1240 Nicaragua 2007 4.944091 8.433932 0.866213 64.480003 0.835560 0.140392 0.825799 0.809762 0.287482
1241 Nicaragua 2008 5.103827 8.453972 0.857186 64.820000 0.790831 0.075514 0.818949 0.783848 0.289345
1242 Nicaragua 2009 5.352805 8.406804 0.834688 65.160004 0.746065 0.070269 0.794487 0.781097 0.299065
1243 Nicaragua 2010 5.686699 8.436372 0.863152 65.500000 0.791773 0.018256 0.801729 0.805376 0.268023
1244 Nicaragua 2011 5.385705 8.484162 0.800305 65.720001 0.778591 -0.019579 0.760243 0.791432 0.309019
1245 Nicaragua 2012 5.448006 8.533731 0.894054 65.940002 0.850305 0.017166 0.643579 0.803254 0.254660
1246 Nicaragua 2013 5.772275 8.568552 0.868216 66.160004 0.859149 0.039189 0.636247 0.838620 0.270610
1247 Nicaragua 2014 6.275267 8.602145 0.838567 66.379997 0.817321 0.104033 0.698808 0.813284 0.333936
1248 Nicaragua 2015 5.924113 8.635926 0.826909 66.599998 0.809259 0.077173 0.727998 0.796685 0.345595
1249 Nicaragua 2016 6.012740 8.667662 0.852702 66.900002 0.716534 0.039407 0.731465 0.805124 0.380347
1250 Nicaragua 2017 6.476357 8.700187 0.838044 67.199997 0.922163 0.010172 0.672963 0.849764 0.308448
1251 Nicaragua 2018 5.818953 8.647322 0.854277 67.500000 0.797057 0.009082 0.712825 0.792649 0.408350
1252 Nicaragua 2019 6.112545 8.595469 0.873864 67.800003 0.882678 0.029247 0.621982 0.835423 0.337013
1253 Niger 2006 3.736952 6.887672 0.677166 46.360001 0.750336 0.076353 0.754975 0.755324 0.179304
1254 Niger 2007 4.277402 6.880663 0.725713 47.119999 0.584067 -0.055892 0.747564 0.705617 0.158482
1255 Niger 2008 4.235657 6.917747 0.606639 47.880001 0.648728 -0.054815 0.748753 0.649852 0.193882
1256 Niger 2009 4.267170 6.898063 0.771265 48.639999 0.880042 -0.008599 0.483153 0.730271 0.115248
1257 Niger 2010 4.101016 6.940521 0.654965 49.400002 0.817220 -0.023038 0.528980 0.745480 0.125838
1258 Niger 2011 4.555830 6.925129 0.817661 49.919998 0.779515 -0.055358 0.549093 0.700494 0.166154
1259 Niger 2012 3.798088 6.986891 0.700108 50.439999 0.734431 -0.063501 0.777341 0.602545 0.141553
1260 Niger 2013 3.716330 7.001983 0.695814 50.959999 0.825387 -0.077427 0.710963 0.650200 0.208130
1261 Niger 2014 4.180943 7.026563 0.752534 51.480000 0.687634 -0.046317 0.604728 0.677612 0.204661
1262 Niger 2015 3.671454 7.030498 0.713020 52.000000 0.728128 -0.032141 0.702550 0.681873 0.218423
1263 Niger 2016 4.234646 7.047224 0.682828 52.500000 0.701927 -0.015742 0.814494 0.674859 0.325442
1264 Niger 2017 4.615674 7.057603 0.582110 53.000000 0.683558 -0.030251 0.777660 0.731161 0.426522
1265 Niger 2018 5.164007 7.087135 0.612026 53.500000 0.790666 0.008891 0.637167 0.770558 0.502555
1266 Niger 2019 5.003544 7.105849 0.676959 54.000000 0.831362 0.025960 0.728855 0.815915 0.304438
1267 Nigeria 2006 4.709746 8.326130 0.735179 44.119999 0.649140 0.084854 0.870749 0.781400 0.178237
1268 Nigeria 2007 4.890419 8.363639 0.717704 44.639999 0.635073 0.136394 0.918392 0.825709 0.141403
1269 Nigeria 2008 4.938560 8.402596 0.779640 45.160000 0.584222 0.119033 0.891890 0.739537 0.244094
1270 Nigeria 2009 4.980220 8.453269 0.722082 45.680000 0.536721 0.067498 0.913196 0.744715 0.225123
1271 Nigeria 2010 4.760276 8.503568 0.823823 46.200001 0.565351 0.066604 0.910719 0.782050 0.190343
1272 Nigeria 2012 5.492954 8.543129 0.817580 47.119999 0.651689 0.066321 0.900431 0.810906 0.209099
1273 Nigeria 2013 4.817869 8.580942 0.662943 47.580002 0.621588 0.050551 0.905309 0.638489 0.286346
1274 Nigeria 2015 4.932915 8.615186 0.811648 48.500000 0.680470 -0.035358 0.926109 0.716892 0.251190
1275 Nigeria 2016 5.219568 8.572607 0.804767 48.900002 0.797691 0.043093 0.904707 0.731986 0.251836
1276 Nigeria 2017 5.321928 8.554557 0.733469 49.299999 0.825906 0.124339 0.834892 0.724991 0.235969
1277 Nigeria 2018 5.252288 8.547737 0.740854 49.700001 0.789881 -0.010154 0.865603 0.805262 0.256470
1278 Nigeria 2019 4.356419 8.543932 0.733518 50.099998 0.729367 0.032285 0.873140 0.714991 0.245237
1279 Nigeria 2020 5.502948 8.484203 0.739289 50.500000 0.713062 0.099404 0.912774 0.743978 0.315887
1280 North Cyprus 2012 5.463305 NaN 0.871150 NaN 0.692568 NaN 0.854730 0.709236 0.405435
1281 North Cyprus 2013 5.566803 NaN 0.869274 NaN 0.775383 NaN 0.715356 0.621554 0.442972
1282 North Cyprus 2014 5.785979 NaN 0.801802 NaN 0.829677 NaN 0.692221 0.723842 0.311336
1283 North Cyprus 2015 5.842550 NaN 0.791383 NaN 0.785353 NaN 0.659180 0.701609 0.318930
1284 North Cyprus 2016 5.827128 NaN 0.807690 NaN 0.796234 NaN 0.670191 0.643664 0.346465
1285 North Cyprus 2018 5.608056 NaN 0.837392 NaN 0.797066 NaN 0.613837 0.480453 0.261868
1286 North Cyprus 2019 5.466615 NaN 0.803295 NaN 0.792735 NaN 0.640059 0.493693 0.296411
1287 North Macedonia 2007 4.493598 9.416016 0.810538 64.094666 0.439400 0.079752 0.869546 0.602946 0.251123
1288 North Macedonia 2009 4.428022 9.463950 0.734431 64.348663 0.552174 -0.042020 0.843916 0.575552 0.370054
1289 North Macedonia 2010 4.180202 9.496163 0.686855 64.502441 0.513184 -0.058499 0.856453 0.566944 0.313819
1290 North Macedonia 2011 4.898180 9.518450 0.784300 64.661400 0.607463 -0.087268 0.865062 0.588337 0.362751
1291 North Macedonia 2012 4.639647 9.513014 0.798305 64.810860 0.613056 -0.084414 0.919845 0.641887 0.421752
1292 North Macedonia 2013 5.186191 9.540985 0.832254 64.942177 0.640953 0.024604 0.860541 0.577912 0.330876
1293 North Macedonia 2014 5.203826 9.575810 0.792998 65.052765 0.644741 0.034639 0.860600 0.637328 0.306998
1294 North Macedonia 2015 4.975590 9.612898 0.766368 65.145203 0.660319 -0.046562 0.824179 0.619699 0.299022
1295 North Macedonia 2016 5.345746 9.640300 0.871212 65.224686 0.706179 0.079814 0.869719 0.638737 0.292295
1296 North Macedonia 2017 5.233867 9.650458 0.799955 65.303299 0.752107 -0.058800 0.855697 0.502460 0.299391
1297 North Macedonia 2018 5.239835 9.676835 0.848915 65.388832 0.744801 -0.041357 0.909934 0.590138 0.298353
1298 North Macedonia 2019 5.015485 9.711485 0.814638 65.474358 0.724710 0.024419 0.922597 0.576300 0.303606
1299 North Macedonia 2020 5.053664 9.690015 0.750374 65.559883 0.787285 0.131274 0.877421 0.604627 0.365126
1300 Norway 2006 7.415682 11.030973 0.958511 71.320000 0.959533 0.108513 0.397150 0.831731 0.197113
1301 Norway 2008 7.632288 11.042418 0.935879 71.559998 0.947289 0.017757 0.502776 0.791722 0.155095
1302 Norway 2012 7.678277 11.017255 0.947657 72.239998 0.946566 0.147152 0.368043 0.822750 0.212821
1303 Norway 2014 7.444471 11.023678 0.941162 72.680000 0.956316 0.180976 0.404826 0.833697 0.194355
1304 Norway 2015 7.603434 11.033208 0.946834 72.900002 0.947621 0.256901 0.298814 0.842888 0.209410
1305 Norway 2016 7.596332 11.035056 0.959743 73.000000 0.954352 0.132863 0.409666 0.849626 0.209262
1306 Norway 2017 7.578745 11.049947 0.950128 73.099998 0.953017 0.236390 0.249711 0.849100 0.202914
1307 Norway 2018 7.444262 11.056159 0.965962 73.199997 0.960429 0.094059 0.268201 0.827414 0.211862
1308 Norway 2019 7.442140 11.060889 0.941784 73.300003 0.954044 0.110687 0.270572 0.822716 0.195487
1309 Norway 2020 7.290032 11.042160 0.955980 73.400002 0.964561 0.075149 0.271083 0.823094 0.216034
1310 Oman 2011 6.852982 10.382462 NaN 65.500000 0.916293 0.024908 NaN NaN 0.295164
1311 Pakistan 2005 5.224658 8.217931 0.590946 54.200001 0.629996 NaN 0.844436 NaN 0.237266
1312 Pakistan 2007 5.671461 8.276694 0.478887 55.000000 0.395642 0.089101 0.793795 0.682748 0.310367
1313 Pakistan 2008 4.413919 8.270934 0.372908 55.400002 0.335224 0.100367 0.847683 0.655062 0.320658
1314 Pakistan 2009 5.208147 8.276524 0.521747 55.799999 0.387698 0.077099 0.873649 0.639216 0.348706
1315 Pakistan 2010 5.786133 8.270493 0.571316 56.200001 0.364206 0.300377 0.851656 0.650708 0.371941
1316 Pakistan 2011 5.267186 8.276015 0.509884 56.419998 0.375823 0.029676 0.857178 0.627774 0.357801
1317 Pakistan 2012 5.131565 8.289218 0.542038 56.639999 0.366844 0.164880 0.842025 0.664618 0.332448
1318 Pakistan 2013 5.138083 8.311207 0.607087 56.860001 0.447910 0.099550 0.791835 0.597887 0.273710
1319 Pakistan 2014 5.435658 8.335972 0.551683 57.080002 0.543139 0.140499 0.676928 0.584937 0.295480
1320 Pakistan 2015 4.823195 8.361321 0.561720 57.299999 0.586546 0.085402 0.716641 0.575255 0.328647
1321 Pakistan 2016 5.548508 8.394273 0.626921 57.700001 0.634183 0.094836 0.792530 0.647640 0.331617
1322 Pakistan 2017 5.830871 8.427578 0.690264 58.099998 0.712657 0.045268 0.713928 0.586167 0.308341
1323 Pakistan 2018 5.471554 8.463744 0.685059 58.500000 0.772569 0.068940 0.798842 0.567295 0.376706
1324 Pakistan 2019 4.442718 8.453291 0.617296 58.900002 0.684676 0.123729 0.775998 0.581067 0.424240
1325 Palestinian Territories 2006 4.716388 8.212757 0.817945 61.779999 0.546506 NaN 0.857824 0.497146 0.430580
1326 Palestinian Territories 2007 4.151054 8.218426 0.711819 61.897499 0.365296 -0.080295 0.844180 0.566489 0.412328
1327 Palestinian Territories 2008 4.385603 8.275765 0.665911 62.014999 0.357757 -0.069941 0.753213 0.571269 0.403283
1328 Palestinian Territories 2009 4.470191 8.328596 0.738077 62.132500 0.467812 -0.085347 0.797354 0.544387 0.466428
1329 Palestinian Territories 2010 4.702604 8.383216 0.821746 62.250000 0.504262 -0.117258 0.752415 0.627588 0.381490
1330 Palestinian Territories 2011 4.751220 8.474425 0.750832 NaN 0.521889 -0.127053 0.750208 0.567007 0.387651
1331 Palestinian Territories 2012 4.646608 8.530910 0.782169 NaN 0.541583 -0.153289 0.730194 0.616355 0.378504
1332 Palestinian Territories 2013 4.844028 8.488586 0.760900 NaN 0.453903 -0.150118 0.779646 0.593701 0.365276
1333 Palestinian Territories 2014 4.721938 8.457089 0.775087 NaN 0.657050 -0.146588 0.804165 0.565057 0.380452
1334 Palestinian Territories 2015 4.695239 8.480025 0.766101 NaN 0.556041 -0.152813 0.774301 0.594456 0.369085
1335 Palestinian Territories 2016 4.906618 8.498220 0.817771 NaN 0.607669 -0.128925 0.812465 0.592769 0.377642
1336 Palestinian Territories 2017 4.628133 8.484533 0.824345 NaN 0.631611 -0.162522 0.830646 0.596766 0.416072
1337 Palestinian Territories 2018 4.553922 NaN 0.819479 NaN 0.654535 NaN 0.813780 0.610405 0.418929
1338 Palestinian Territories 2019 4.482537 NaN 0.832550 NaN 0.653488 NaN 0.829283 0.625176 0.399672
1339 Panama 2006 6.127988 9.763903 0.950980 67.900002 0.882047 -0.047107 0.911756 0.845192 0.232063
1340 Panama 2007 6.894140 9.858971 0.937078 68.000000 0.640219 0.083109 0.915287 0.819987 0.149341
1341 Panama 2008 6.930903 9.935025 0.922481 68.099998 0.707385 0.059698 0.880651 0.819301 0.150143
1342 Panama 2009 7.033740 9.929617 0.905029 68.199997 0.721394 0.014429 0.889424 0.883028 0.144200
1343 Panama 2010 7.321467 9.968682 0.927533 68.300003 0.754524 -0.008531 0.879826 0.887585 0.146369
1344 Panama 2011 7.248081 10.058502 0.876284 68.500000 0.829013 0.008965 0.839684 0.885293 0.179641
1345 Panama 2012 6.859836 10.134644 0.897391 68.699997 0.783183 -0.001814 0.795797 0.868587 0.206641
1346 Panama 2013 6.866480 10.184355 0.895720 68.900002 0.811338 0.018312 0.814465 0.868715 0.225746
1347 Panama 2014 6.631171 10.216750 0.873474 69.099998 0.893915 0.002134 0.846594 0.807690 0.253816
1348 Panama 2015 6.605550 10.255424 0.882615 69.300003 0.846669 -0.006958 0.809943 0.800634 0.263826
1349 Panama 2016 6.117638 10.286634 0.882460 69.400002 0.884480 -0.102454 0.836977 0.857624 0.244132
1350 Panama 2017 6.567659 10.323997 0.911905 69.500000 0.899574 -0.169566 0.840777 0.832689 0.242319
1351 Panama 2018 6.281434 10.343328 0.904390 69.599998 0.861448 -0.130710 0.836931 0.883581 0.222599
1352 Panama 2019 6.085955 10.356431 0.885721 69.699997 0.882961 -0.198985 0.868828 0.877562 0.243567
1353 Paraguay 2006 4.730082 9.087580 0.895428 63.619999 0.691022 0.066075 0.840989 0.815584 0.302746
1354 Paraguay 2007 5.272461 9.126068 0.862656 63.840000 0.698988 0.132008 0.929891 0.866669 0.218699
1355 Paraguay 2008 5.570062 9.173999 0.889281 64.059998 0.649069 0.056645 0.891085 0.848840 0.259038
1356 Paraguay 2009 5.576147 9.157912 0.900354 64.279999 0.717870 0.027380 0.857340 0.831757 0.186126
1357 Paraguay 2010 5.841174 9.250023 0.889153 64.500000 0.726262 0.076352 0.779915 0.855230 0.175859
1358 Paraguay 2011 5.677081 9.277973 0.869150 64.620003 0.665864 0.190680 0.755997 0.809841 0.190263
1359 Paraguay 2012 5.820058 9.258847 0.931005 64.739998 0.748207 0.199644 0.773659 0.837175 0.212839
1360 Paraguay 2013 5.936241 9.325938 0.938647 64.860001 0.908906 0.045610 0.902551 0.918937 0.223824
1361 Paraguay 2014 5.118642 9.359787 0.959250 64.980003 0.759396 -0.001600 0.762376 0.943621 0.215778
1362 Paraguay 2015 5.559724 9.376698 0.914199 65.099998 0.806125 -0.007562 0.862888 0.866218 0.218508
1363 Paraguay 2016 5.801380 9.405685 0.939867 65.300003 0.853534 -0.070965 0.756116 0.924561 0.197176
1364 Paraguay 2017 5.713295 9.441003 0.902043 65.500000 0.891171 0.003110 0.809901 0.902772 0.231784
1365 Paraguay 2019 5.652626 9.448144 0.892487 65.900002 0.876053 0.028113 0.881786 0.857724 0.275187
1366 Peru 2006 4.810845 8.989351 0.874650 65.339996 0.667579 -0.071212 0.895348 0.696759 0.419590
1367 Peru 2007 5.213962 9.062915 0.756370 65.580002 0.638497 -0.077587 0.930641 0.757589 0.361295
1368 Peru 2008 5.129231 9.142194 0.777107 65.820000 0.637672 -0.067072 0.896440 0.762631 0.353950
1369 Peru 2009 5.518847 9.145060 0.798696 66.059998 0.638375 -0.079135 0.880334 0.810965 0.320298
1370 Peru 2010 5.612785 9.216966 0.811914 66.300003 0.756706 -0.060438 0.880594 0.799534 0.330243
1371 Peru 2011 5.892457 9.270197 0.756305 66.480003 0.772759 -0.123341 0.823665 0.780169 0.330921
1372 Peru 2012 5.824557 9.321531 0.764072 66.660004 0.703001 -0.079390 0.866838 0.757178 0.397959
1373 Peru 2013 5.782557 9.369393 0.796768 66.839996 0.703041 -0.066112 0.869899 0.778473 0.390038
1374 Peru 2014 5.865816 9.382366 0.818987 67.019997 0.722352 -0.136349 0.877822 0.758988 0.319338
1375 Peru 2015 5.577263 9.401809 0.798418 67.199997 0.802269 -0.089997 0.883730 0.753556 0.378305
1376 Peru 2016 5.700629 9.425749 0.802856 67.500000 0.829844 -0.134056 0.865920 0.821675 0.338007
1377 Peru 2017 5.710937 9.434006 0.830123 67.800003 0.826552 -0.154364 0.895384 0.789391 0.393874
1378 Peru 2018 5.679661 9.455823 0.845301 68.099998 0.829642 -0.178486 0.906245 0.808621 0.380033
1379 Peru 2019 5.999382 9.460935 0.809076 68.400002 0.814806 -0.129736 0.873602 0.820448 0.374985
1380 Philippines 2006 4.669946 8.561845 0.795313 59.799999 0.828273 0.063402 0.841299 0.831999 NaN
1381 Philippines 2007 5.073562 8.607889 0.800711 60.000000 0.851566 -0.021588 0.880246 0.784118 0.378188
1382 Philippines 2008 4.589065 8.633818 0.798442 60.200001 0.860843 0.082775 0.816585 0.805394 0.384015
1383 Philippines 2009 4.879911 8.631698 0.775171 60.400002 0.873605 0.003718 0.804578 0.846068 0.311330
1384 Philippines 2010 4.941514 8.685817 0.804861 60.599998 0.893351 0.033068 0.812448 0.875529 0.293918
1385 Philippines 2011 4.993957 8.706756 0.788763 60.799999 0.882837 0.072544 0.782946 0.851472 0.358326
1386 Philippines 2012 5.001965 8.756410 0.812922 61.000000 0.914500 0.052633 0.771168 0.865131 0.351125
1387 Philippines 2013 4.976925 8.804813 0.846413 61.200001 0.907458 0.021115 0.756389 0.799079 0.331958
1388 Philippines 2014 5.312550 8.849893 0.813300 61.400002 0.902186 -0.015336 0.787219 0.813342 0.334037
1389 Philippines 2015 5.547489 8.895648 0.853589 61.599998 0.911534 -0.051160 0.755192 0.805238 0.350588
1390 Philippines 2016 5.430833 8.949631 0.821299 61.700001 0.907596 -0.071243 0.791962 0.820969 0.290233
1391 Philippines 2017 5.594270 9.002189 0.851029 61.799999 0.925703 -0.141393 0.711166 0.768981 0.340622
1392 Philippines 2018 5.869173 9.049713 0.845803 61.900002 0.917808 -0.107958 0.726483 0.772846 0.393481
1393 Philippines 2019 6.267745 9.094725 0.845095 62.000000 0.909599 -0.082581 0.748442 0.780897 0.340569
1394 Philippines 2020 5.079585 9.061443 0.781140 62.099998 0.932042 -0.115543 0.744284 0.803562 0.326889
1395 Poland 2005 5.587209 9.848785 0.921528 66.300003 0.782473 NaN 0.982931 0.715111 0.282439
1396 Poland 2007 5.886137 9.977909 0.912640 66.699997 0.772223 -0.047307 0.925286 0.760026 0.237599
1397 Poland 2009 5.772027 10.046525 0.916798 67.099998 0.820649 0.073213 0.897762 0.690351 0.245965
1398 Poland 2010 5.887030 10.084822 0.955065 67.300003 0.794900 0.001657 0.904697 0.736898 0.234237
1399 Poland 2011 5.646205 10.133238 0.904579 67.459999 0.868149 -0.066878 0.907953 0.725360 0.223810
1400 Poland 2012 5.875932 10.149192 0.935924 67.620003 0.811302 -0.026550 0.887896 0.787489 0.266747
1401 Poland 2013 5.746132 10.163618 0.911935 67.779999 0.775931 -0.137175 0.915677 0.784124 0.241981
1402 Poland 2014 5.750282 10.197012 0.923642 67.940002 0.875357 -0.064226 0.897742 0.776997 0.222644
1403 Poland 2015 6.007022 10.235351 0.893090 68.099998 0.793462 -0.093017 0.810096 0.734383 0.240432
1404 Poland 2016 6.162076 10.265960 0.917399 68.500000 0.870708 -0.090938 0.847754 0.776625 0.223536
1405 Poland 2017 6.201268 10.314032 0.881854 68.900002 0.830843 -0.121764 0.639480 0.677436 0.203388
1406 Poland 2018 6.111485 10.366142 0.863444 69.300003 0.870215 -0.254441 0.720451 0.742415 0.176011
1407 Poland 2019 6.242094 10.406878 0.878268 69.699997 0.882886 -0.230718 0.696057 0.725160 0.168090
1408 Poland 2020 6.139455 10.371203 0.953172 70.099998 0.767429 -0.006559 0.786874 0.759843 0.328938
1409 Portugal 2006 5.405246 10.359779 0.905290 69.839996 0.882068 -0.178589 0.880059 0.708912 0.333498
1410 Portugal 2008 5.716967 10.384319 0.885925 70.320000 0.646464 -0.217483 0.932686 0.702931 0.309281
1411 Portugal 2010 5.094526 10.368415 0.863907 70.800003 0.721036 -0.105990 0.947879 0.741612 0.265107
1412 Portugal 2011 5.219998 10.352778 0.855961 71.000000 0.875093 -0.173062 0.961977 0.725109 0.279201
1413 Portugal 2012 4.993962 10.315413 0.866039 71.199997 0.773821 -0.097088 0.959288 0.728934 0.370170
1414 Portugal 2013 5.157688 10.311633 0.867181 71.400002 0.788033 -0.118447 0.946257 0.699667 0.347898
1415 Portugal 2014 5.126912 10.324915 0.861829 71.599998 0.846810 -0.126404 0.941070 0.705072 0.357692
1416 Portugal 2015 5.080866 10.346819 0.866214 71.800003 0.800440 -0.163106 0.941051 0.657176 0.370737
1417 Portugal 2016 5.446637 10.369967 0.904635 72.000000 0.838069 -0.225286 0.922192 0.683566 0.326253
1418 Portugal 2017 5.711499 10.406869 0.899985 72.199997 0.905066 -0.175874 0.880971 0.649151 0.294273
1419 Portugal 2018 5.919823 10.434500 0.887113 72.400002 0.877404 -0.261366 0.879728 0.679104 0.317995
1420 Portugal 2019 6.095473 10.457315 0.876083 72.599998 0.882351 -0.233855 0.915166 0.709822 0.299875
1421 Portugal 2020 5.767792 10.370820 0.874990 72.800003 0.913131 -0.238090 0.867157 0.647769 0.382813
1422 Qatar 2009 6.417824 11.455724 0.894493 66.580002 0.864992 0.234897 0.183798 0.677912 0.258085
1423 Qatar 2010 6.849653 11.519814 NaN 66.699997 NaN 0.103687 NaN NaN NaN
1424 Qatar 2011 6.591604 11.553021 0.857351 67.019997 0.904687 0.011700 NaN 0.760927 0.327790
1425 Qatar 2012 6.611299 11.523082 0.838132 67.339996 0.924334 0.161530 NaN 0.765899 0.322181
1426 Qatar 2015 6.374529 11.485615 NaN 68.300003 NaN NaN NaN NaN NaN
1427 Romania 2005 5.048648 9.724312 0.837685 64.000000 0.800121 NaN 0.956885 0.642016 0.345687
1428 Romania 2007 5.393724 9.892077 0.736480 64.480003 0.685748 -0.187757 0.948707 0.644178 0.276626
1429 Romania 2009 5.367565 9.949312 0.812450 64.959999 0.605828 -0.196232 0.966795 0.548347 0.270051
1430 Romania 2010 4.909166 9.915458 0.689066 65.199997 0.565537 -0.084713 0.973686 0.596489 0.344478
1431 Romania 2011 5.022758 9.940249 0.752607 65.419998 0.650402 -0.139793 0.964043 0.542729 0.294462
1432 Romania 2012 5.166875 9.965261 0.740043 65.639999 0.644536 -0.111523 0.959486 0.555994 0.342615
1433 Romania 2013 5.081584 10.003515 0.777552 65.860001 0.654542 -0.129216 0.951844 0.639821 0.328619
1434 Romania 2014 5.726893 10.040800 0.752941 66.080002 0.754236 -0.100443 0.958325 0.654498 0.330688
1435 Romania 2015 5.777491 10.083486 0.786967 66.300003 0.795848 -0.141258 0.961651 0.714146 0.311574
1436 Romania 2016 5.968871 10.136113 0.809229 66.599998 0.821721 -0.115288 0.949045 0.694415 0.257764
1437 Romania 2017 6.089905 10.210666 0.811240 66.900002 0.838587 -0.159790 0.925658 0.733730 0.230836
1438 Romania 2018 6.150879 10.259953 0.817930 67.199997 0.845160 -0.217366 0.921170 0.735343 0.298454
1439 Romania 2019 6.129942 10.305914 0.841906 67.500000 0.847543 -0.221422 0.954131 0.697443 0.243659
1440 Russia 2006 4.963743 9.990775 0.894707 58.680000 0.643388 -0.306562 0.935102 0.611432 0.232429
1441 Russia 2007 5.222867 10.074066 0.884656 59.259998 0.592570 -0.283742 0.933464 0.622690 0.192846
1442 Russia 2008 5.618754 10.125198 0.882316 59.840000 0.642778 -0.305012 0.924090 0.593798 0.165902
1443 Russia 2009 5.158228 10.043687 0.908076 60.419998 0.617115 -0.283383 0.953602 0.566151 0.168979
1444 Russia 2010 5.384773 10.087255 0.908814 61.000000 0.613159 -0.296366 0.936572 0.588975 0.171421
1445 Russia 2011 5.388766 10.128576 0.883417 61.419998 0.625848 -0.278831 0.935130 0.601348 0.165235
1446 Russia 2012 5.620736 10.166346 0.901295 61.840000 0.609104 -0.292616 0.937518 0.611164 0.173604
1447 Russia 2013 5.537178 10.181619 0.880857 62.259998 0.661186 -0.289330 0.933805 0.679745 0.179924
1448 Russia 2014 6.036977 10.171111 0.931755 62.680000 0.744332 -0.264560 0.869267 0.687638 0.151347
1449 Russia 2015 5.995539 10.149030 0.924363 63.099998 0.685455 -0.171061 0.913418 0.678732 0.130006
1450 Russia 2016 5.854946 10.149133 0.910927 63.500000 0.713606 -0.181247 0.925463 0.636299 0.142497
1451 Russia 2017 5.578743 10.166081 0.896151 63.900002 0.730874 -0.144961 0.861590 0.710230 0.194561
1452 Russia 2018 5.513500 10.191209 0.908726 64.300003 0.729282 -0.147142 0.865312 0.673346 0.198796
1453 Russia 2019 5.440524 10.205218 0.910099 64.699997 0.714766 -0.115572 0.847705 0.691351 0.200422
1454 Russia 2020 5.495289 10.162235 0.887020 65.099998 0.714466 -0.070612 0.823048 0.645215 0.189522
1455 Rwanda 2006 4.214704 7.111424 0.717583 49.880001 0.915481 NaN 0.298644 0.735016 0.188996
1456 Rwanda 2008 4.362989 7.238954 0.485681 53.040001 0.752293 0.017381 0.286407 0.642954 0.220768
1457 Rwanda 2009 4.029762 7.272810 0.559390 54.619999 0.765569 -0.000730 0.409703 0.677698 0.112362
1458 Rwanda 2011 4.097436 7.369293 0.569860 56.820000 0.829036 -0.038671 0.161475 0.665474 0.154242
1459 Rwanda 2012 3.333048 7.427577 0.637147 57.439999 0.835491 -0.011818 0.081325 0.702794 0.132398
1460 Rwanda 2013 3.466388 7.449177 0.749633 58.060001 0.904272 -0.027710 0.117165 0.760014 0.167348
1461 Rwanda 2014 3.595678 7.484139 0.748304 58.680000 0.894025 -0.022729 0.078000 0.762844 0.133610
1462 Rwanda 2015 3.483109 7.543681 0.678144 59.299999 0.907892 0.025019 0.094604 0.721183 0.206403
1463 Rwanda 2016 3.332990 7.575755 0.665131 59.900002 0.910736 0.025147 0.158601 0.752311 0.285384
1464 Rwanda 2017 3.108374 7.588451 0.516550 60.500000 0.908115 0.051390 0.213757 0.762161 0.358310
1465 Rwanda 2018 3.561047 7.644233 0.616173 61.099998 0.924232 0.056992 0.163810 0.793368 0.308199
1466 Rwanda 2019 3.268152 7.708061 0.489458 61.700001 0.868999 0.064066 0.167971 0.736068 0.417668
1467 Saudi Arabia 2005 7.079644 10.698955 0.867819 63.500000 NaN NaN 0.505149 0.729598 0.242553
1468 Saudi Arabia 2007 7.266694 10.688892 0.891525 63.860001 0.622070 0.004603 NaN 0.772243 0.231547
1469 Saudi Arabia 2008 6.811370 10.721947 0.823054 64.040001 0.531812 -0.021993 0.507919 0.709539 0.201823
1470 Saudi Arabia 2009 6.147590 10.672890 0.921288 64.220001 0.639406 -0.109878 0.445132 0.741836 0.319475
1471 Saudi Arabia 2010 6.307098 10.692780 0.879598 64.400002 0.677777 -0.032633 NaN 0.645089 0.297209
1472 Saudi Arabia 2011 6.699790 10.757668 0.829634 64.599998 0.603456 -0.141886 NaN 0.725971 0.240140
1473 Saudi Arabia 2012 6.396359 10.779456 0.867101 64.800003 0.560455 -0.119506 NaN 0.715217 0.224841
1474 Saudi Arabia 2013 6.495133 10.775777 0.826695 65.000000 0.661042 -0.081083 NaN 0.744080 0.275550
1475 Saudi Arabia 2014 6.278378 10.783291 0.818420 65.199997 0.762252 -0.072554 NaN 0.705040 0.312949
1476 Saudi Arabia 2015 6.345492 10.797967 0.819750 65.400002 0.820207 -0.044803 NaN 0.723608 0.327139
1477 Saudi Arabia 2016 6.473921 10.791937 0.889932 65.699997 0.774268 -0.132316 NaN 0.792999 0.266293
1478 Saudi Arabia 2017 6.294282 10.764459 0.840086 66.000000 0.814142 -0.131142 NaN 0.774876 0.305842
1479 Saudi Arabia 2018 6.356393 10.770519 0.867848 66.300003 0.854922 -0.192266 NaN 0.764405 0.288380
1480 Saudi Arabia 2019 6.561247 10.757097 0.911718 66.599998 0.891087 -0.146843 NaN 0.731764 0.237737
1481 Saudi Arabia 2020 6.559588 10.700663 0.890256 66.900002 0.884220 -0.110532 NaN 0.753608 0.251199
1482 Senegal 2006 4.417353 7.880945 0.760252 53.380001 0.735724 -0.050643 0.805329 0.739953 0.224990
1483 Senegal 2007 4.679987 7.902722 0.718461 54.060001 0.698005 -0.002132 0.826684 0.714047 0.198742
1484 Senegal 2008 4.683500 7.915670 0.756299 54.740002 0.611876 -0.030309 0.879248 0.672881 0.252161
1485 Senegal 2009 4.335114 7.909231 0.810355 55.419998 0.556838 -0.036257 0.918035 0.757378 0.227580
1486 Senegal 2010 4.372156 7.916806 0.760294 56.099998 0.777263 -0.077270 0.850535 0.768812 0.142738
1487 Senegal 2011 3.834202 7.903617 0.602409 56.560001 0.640890 -0.160456 0.869894 0.751883 0.180027
1488 Senegal 2012 3.668737 7.925668 0.711077 57.020000 0.668252 -0.035587 0.851880 0.770918 0.213603
1489 Senegal 2013 3.647367 7.925508 0.822958 57.480000 0.635540 -0.051867 0.836612 0.680121 0.165079
1490 Senegal 2014 4.394777 7.961481 0.855522 57.939999 0.692353 -0.045290 0.699660 0.724697 0.157227
1491 Senegal 2015 4.617001 7.995122 0.701535 58.400002 0.719533 -0.111103 0.765490 0.711035 0.207668
1492 Senegal 2016 4.594534 8.028671 0.838994 58.799999 0.743730 -0.085590 0.794354 0.783818 0.244852
1493 Senegal 2017 4.683025 8.072124 0.743759 59.200001 0.686937 -0.043522 0.825242 0.745732 0.290836
1494 Senegal 2018 4.769377 8.106148 0.739355 59.599998 0.629223 -0.073627 0.804779 0.713894 0.247075
1495 Senegal 2019 5.488737 8.130020 0.687614 60.000000 0.758842 -0.018804 0.795673 0.788973 0.331926
1496 Serbia 2007 4.750384 9.531929 0.844413 65.599998 0.452781 -0.165310 0.904950 0.576048 0.334420
1497 Serbia 2009 4.380312 9.567513 0.770126 66.000000 0.372881 -0.177623 0.960978 0.543799 0.435474
1498 Serbia 2010 4.461304 9.578816 0.725563 66.199997 0.462647 -0.170204 0.965472 0.532202 0.415409
1499 Serbia 2011 4.815187 9.606869 0.773211 66.360001 0.440458 -0.184845 0.976917 0.545481 0.410255
1500 Serbia 2012 5.154522 9.604883 0.819430 66.519997 0.460575 -0.130401 0.951668 0.514332 0.371236
1501 Serbia 2013 5.101840 9.638266 0.828069 66.680000 0.532840 -0.099876 0.908122 0.529108 0.403453
1502 Serbia 2014 5.112729 9.626937 0.782709 66.839996 0.531597 0.071945 0.911732 0.497755 0.326118
1503 Serbia 2015 5.317685 9.649492 0.816251 67.000000 0.545892 -0.062090 0.859358 0.496241 0.302544
1504 Serbia 2016 5.752755 9.687587 0.894895 67.400002 0.614371 -0.067876 0.889765 0.534827 0.298127
1505 Serbia 2017 5.122031 9.713195 0.883770 67.800003 0.684846 -0.077480 0.851458 0.509721 0.326407
1506 Serbia 2018 5.936493 9.761643 0.852945 68.199997 0.739892 -0.099542 0.863724 0.558941 0.296296
1507 Serbia 2019 6.241407 9.808065 0.903294 68.599998 0.752505 -0.039932 0.813142 0.509102 0.242130
1508 Serbia 2020 6.041546 9.788260 0.852102 69.000000 0.843480 0.149401 0.824472 0.602846 0.357580
1509 Sierra Leone 2006 3.628185 7.136178 0.561356 40.299999 0.679001 0.100581 0.836166 0.505072 0.380655
1510 Sierra Leone 2007 3.585127 7.186534 0.686471 41.200001 0.720373 0.247709 0.830483 0.581781 0.289842
1511 Sierra Leone 2008 2.997251 7.215358 0.590737 42.099998 0.716396 0.148013 0.924901 0.533604 0.369601
1512 Sierra Leone 2010 4.133956 7.253870 0.811873 43.900002 0.726269 0.011958 0.910441 0.513532 0.290469
1513 Sierra Leone 2011 4.501644 7.292360 0.781581 44.320000 0.769738 0.004522 0.854647 0.445804 0.299528
1514 Sierra Leone 2013 4.514291 7.577167 0.708427 45.160000 0.719511 -0.071460 0.855863 0.520902 0.422833
1515 Sierra Leone 2014 4.499970 7.599658 0.868556 45.580002 0.681498 0.033515 0.786132 0.570267 0.334213
1516 Sierra Leone 2015 4.908618 7.347185 0.610594 46.000000 0.624296 0.050446 0.824828 0.625106 0.414426
1517 Sierra Leone 2016 4.732953 7.384333 0.656723 47.599998 0.681202 0.106073 0.863265 0.583939 0.456181
1518 Sierra Leone 2017 4.089562 7.404040 0.652287 49.200001 0.710614 0.079156 0.848398 0.600368 0.495040
1519 Sierra Leone 2018 4.305683 7.416554 0.649638 50.799999 0.716484 0.095275 0.855733 0.551628 0.466267
1520 Sierra Leone 2019 3.447381 7.449132 0.610780 52.400002 0.717770 0.074056 0.873861 0.513375 0.438134
1521 Singapore 2006 6.462703 11.167536 0.904329 73.599998 0.756874 0.138254 NaN 0.750798 0.266721
1522 Singapore 2007 6.833755 11.212256 0.920632 73.900002 0.866892 0.293302 0.063615 0.700188 0.114407
1523 Singapore 2008 6.641957 11.177551 0.845259 74.199997 0.660659 0.045723 0.065775 0.720842 0.256087
1524 Singapore 2009 6.144677 11.148601 0.866255 74.500000 0.776382 -0.074926 0.035198 0.499599 0.207548
1525 Singapore 2010 6.531402 11.266511 0.864162 74.800003 0.846185 -0.018003 0.060282 0.602476 0.131343
1526 Singapore 2011 6.561042 11.307114 0.904474 75.019997 0.821816 -0.148674 0.098924 0.482754 0.143629
1527 Singapore 2013 6.533207 11.357275 0.807911 75.459999 0.827103 0.114949 0.242398 0.769633 0.147688
1528 Singapore 2014 7.062365 11.382915 0.822033 75.680000 0.834888 0.154080 0.132603 0.841018 0.180233
1529 Singapore 2015 6.619525 11.400499 0.866437 75.900002 0.886891 0.149670 0.098944 0.803124 0.141585
1530 Singapore 2016 6.033481 11.419444 0.925128 76.199997 0.903736 0.142908 0.047311 0.823989 0.110942
1531 Singapore 2017 6.378438 11.461011 0.897350 76.500000 0.926128 0.135582 0.161791 0.800114 0.179325
1532 Singapore 2018 6.374564 11.490117 0.902841 76.800003 0.916078 -0.065856 0.096563 0.787093 0.106871
1533 Singapore 2019 6.378360 11.485980 0.924918 77.099998 0.938042 0.027230 0.069620 0.722598 0.138069
1534 Slovakia 2006 5.264677 10.015392 0.953579 66.000000 0.542480 -0.049709 0.945731 0.678114 0.307859
1535 Slovakia 2010 6.052223 10.168606 0.919640 66.800003 0.635758 -0.101165 0.907136 0.666458 0.277207
1536 Slovakia 2011 5.945048 10.195559 0.917293 67.040001 0.727163 0.010069 0.907132 0.636583 0.287410
1537 Slovakia 2012 5.911059 10.212638 0.925751 67.279999 0.620004 -0.028052 0.906532 0.656188 0.302261
1538 Slovakia 2013 5.936527 10.218249 0.909379 67.519997 0.597936 -0.050910 0.914540 0.697576 0.276510
1539 Slovakia 2014 6.138873 10.244431 0.924243 67.760002 0.634792 -0.125638 0.913870 0.703485 0.266785
1540 Slovakia 2015 6.162004 10.290573 0.943454 68.000000 0.587158 -0.127852 0.927545 0.713708 0.269246
1541 Slovakia 2016 5.993163 10.310295 0.945179 68.300003 0.700099 -0.060632 0.916609 0.774416 0.232092
1542 Slovakia 2017 6.365509 10.338752 0.913387 68.599998 0.714225 -0.054508 0.920423 0.788020 0.212722
1543 Slovakia 2018 6.235111 10.375594 0.922379 68.900002 0.757634 -0.167398 0.909945 0.754105 0.253190
1544 Slovakia 2019 6.243429 10.397957 0.933088 69.199997 0.771122 -0.129015 0.925847 0.750380 0.251806
1545 Slovakia 2020 6.519098 10.331512 0.954160 69.500000 0.761897 -0.074874 0.900534 0.763583 0.274448
1546 Slovenia 2006 5.811265 10.402996 0.936075 68.000000 0.935824 0.042652 0.707798 0.652222 0.307205
1547 Slovenia 2009 5.830161 10.410269 0.918697 68.900002 0.895957 -0.018933 0.803634 0.640713 0.303117
1548 Slovenia 2010 6.082555 10.419256 0.917203 69.199997 0.895522 0.029250 0.844791 0.670814 0.295366
1549 Slovenia 2011 6.035964 10.425755 0.931166 69.400002 0.907441 -0.025104 0.893134 0.651521 0.285321
1550 Slovenia 2012 6.062891 10.396906 0.924754 69.599998 0.904386 -0.019661 0.890754 0.656376 0.283990
1551 Slovenia 2013 5.974889 10.385202 0.932120 69.800003 0.890060 0.035709 0.917840 0.635100 0.274269
1552 Slovenia 2014 5.678395 10.411524 0.908348 70.000000 0.887748 0.052348 0.909118 0.619818 0.290812
1553 Slovenia 2015 5.740642 10.432632 0.901164 70.199997 0.896007 0.007825 0.892198 0.659085 0.261419
1554 Slovenia 2016 5.936821 10.462640 0.934487 70.500000 0.903551 -0.054714 0.838474 0.626206 0.271624
1555 Slovenia 2017 6.166838 10.509191 0.928188 70.800003 0.920863 -0.025006 0.828795 0.615110 0.285601
1556 Slovenia 2018 6.249419 10.545921 0.940971 71.099998 0.942046 -0.118911 0.839253 0.643972 0.275485
1557 Slovenia 2019 6.665274 10.563305 0.949402 71.400002 0.945431 -0.101692 0.785442 0.678695 0.227838
1558 Slovenia 2020 6.462076 10.477870 0.953438 71.699997 0.958443 -0.081357 0.796557 0.609949 0.313853
1559 Somalia 2014 5.528273 NaN 0.610836 49.599998 0.873879 NaN 0.456470 0.834454 0.207215
1560 Somalia 2015 5.353645 NaN 0.599281 50.099998 0.967869 NaN 0.410236 0.900668 0.186736
1561 Somalia 2016 4.667941 NaN 0.594417 50.000000 0.917323 NaN 0.440802 0.891423 0.193282
1562 Somaliland region 2009 4.991400 NaN 0.879567 NaN 0.746304 NaN 0.513372 0.818879 0.112012
1563 Somaliland region 2010 4.657363 NaN 0.829005 NaN 0.820182 NaN 0.471094 0.769375 0.083426
1564 Somaliland region 2011 4.930572 NaN 0.787962 NaN 0.858104 NaN 0.357341 0.748686 0.122244
1565 Somaliland region 2012 5.057314 NaN 0.786291 NaN 0.758219 NaN 0.333832 0.735189 0.152428
1566 South Africa 2006 5.083987 9.386314 0.913030 48.020000 0.648763 -0.083790 NaN 0.802440 0.222731
1567 South Africa 2007 5.204454 9.425617 0.788308 48.639999 0.689988 -0.157790 0.858651 0.735380 0.210185
1568 South Africa 2008 5.346307 9.443687 0.809542 49.259998 0.748846 -0.095482 0.865791 0.772835 0.206243
1569 South Africa 2009 5.218431 9.414272 0.877359 49.880001 0.739410 -0.153862 0.904342 0.727469 0.230896
1570 South Africa 2010 4.652429 9.429664 0.917056 50.500000 0.738906 -0.202231 0.790629 0.793740 0.123753
1571 South Africa 2011 4.930511 9.446725 0.857703 51.459999 0.835448 -0.154246 0.819182 0.763071 0.230214
1572 South Africa 2012 5.133888 9.452785 0.906595 52.419998 0.590145 -0.162909 0.838217 0.761367 0.178183
1573 South Africa 2013 3.660727 9.461276 0.839424 53.380001 0.714169 -0.076853 0.799543 0.772518 0.166549
1574 South Africa 2014 4.828456 9.463746 0.881152 54.340000 0.794031 -0.116906 0.820258 0.797624 0.243358
1575 South Africa 2015 4.887326 9.460323 0.898096 55.299999 0.862449 -0.127049 0.852695 0.780759 0.160788
1576 South Africa 2016 4.769740 9.449658 0.875390 55.700001 0.774136 -0.070200 0.812859 0.785724 0.301328
1577 South Africa 2017 4.513655 9.449627 0.870313 56.099998 0.787428 -0.128618 0.864782 0.784801 0.268175
1578 South Africa 2018 4.883922 9.443890 0.841344 56.500000 0.752731 -0.050273 0.841193 0.812167 0.282708
1579 South Africa 2019 5.034863 9.432028 0.847720 56.900002 0.738339 -0.133970 0.819824 0.800584 0.268456
1580 South Africa 2020 4.946801 9.332463 0.891050 57.299999 0.756946 -0.014951 0.912407 0.820338 0.294276
1581 South Korea 2006 5.332178 10.309702 0.775499 70.199997 0.715242 -0.052023 0.798615 0.650549 0.338152
1582 South Korea 2007 5.767276 10.361026 0.826712 70.500000 0.655828 -0.059288 0.802753 0.689788 0.226402
1583 South Korea 2008 5.389625 10.383118 0.753610 70.800003 0.523679 -0.102214 0.770960 0.642739 0.239057
1584 South Korea 2009 5.647690 10.385866 0.810903 71.099998 0.600166 -0.095942 0.787497 0.697018 0.208521
1585 South Korea 2010 6.116024 10.446717 0.815517 71.400002 0.676653 -0.033234 0.751621 0.661971 0.130337
1586 South Korea 2011 6.946599 10.475221 0.809104 71.660004 0.682356 -0.048490 0.827301 0.655812 0.167833
1587 South Korea 2012 6.003287 10.493705 0.775397 71.919998 0.618398 NaN 0.843719 0.663815 0.206365
1588 South Korea 2013 5.958810 10.520309 0.796694 72.180000 0.641884 -0.049806 0.831863 0.676295 0.188766
1589 South Korea 2014 5.801325 10.545550 0.737754 72.440002 0.623194 -0.042916 0.834068 0.652949 0.282808
1590 South Korea 2015 5.780211 10.567981 0.768351 72.699997 0.615849 -0.035574 0.840722 0.649948 0.244324
1591 South Korea 2016 5.970564 10.593056 0.811163 73.000000 0.590956 0.026376 0.861816 0.676223 0.232733
1592 South Korea 2017 5.873887 10.621353 0.806930 73.300003 0.538114 0.014370 0.850690 0.623378 0.234826
1593 South Korea 2018 5.840231 10.642900 0.797724 73.599998 0.600162 -0.088885 0.796826 0.661209 0.217146
1594 South Korea 2019 5.902817 10.661044 0.783161 73.900002 0.706032 -0.055295 0.717696 0.684407 0.235967
1595 South Korea 2020 5.792696 10.648074 0.807952 74.199997 0.711480 -0.105868 0.664694 0.639556 0.247060
1596 South Sudan 2014 3.831992 NaN 0.545118 49.840000 0.567259 NaN 0.741541 0.614024 0.428320
1597 South Sudan 2015 4.070771 NaN 0.584781 50.200001 0.511631 NaN 0.709606 0.586278 0.449795
1598 South Sudan 2016 2.888112 NaN 0.532152 50.599998 0.439919 NaN 0.785318 0.614771 0.549257
1599 South Sudan 2017 2.816622 NaN 0.556823 51.000000 0.456011 NaN 0.761270 0.585602 0.517364
1600 Spain 2005 7.152786 10.546350 0.961043 71.500000 0.916165 NaN 0.777272 0.775784 0.240643
1601 Spain 2007 6.994615 10.586556 0.956859 72.059998 0.782082 -0.093424 0.783718 0.763125 0.263593
1602 Spain 2008 7.294473 10.579435 0.948270 72.339996 0.833786 -0.149568 0.683210 0.772095 0.259691
1603 Spain 2009 6.198601 10.532220 0.929454 72.620003 0.748515 -0.127339 0.797705 0.752165 0.335877
1604 Spain 2010 6.188262 10.529244 0.949940 72.900002 0.796496 -0.137998 0.839746 0.724312 0.321819
1605 Spain 2011 6.518249 10.517514 0.944444 73.019997 0.818651 -0.121754 0.845543 0.737269 0.356102
1606 Spain 2012 6.290690 10.486824 0.937023 73.139999 0.754586 -0.059431 0.843593 0.749277 0.366474
1607 Spain 2013 6.150027 10.475642 0.928640 73.260002 0.759356 -0.101454 0.915823 0.696296 0.371839
1608 Spain 2014 6.456478 10.492376 0.947864 73.379997 0.738472 -0.028166 0.853888 0.716266 0.335460
1609 Spain 2015 6.380663 10.530787 0.956472 73.500000 0.732000 -0.072339 0.821665 0.732269 0.284694
1610 Spain 2016 6.318612 10.559805 0.941737 73.800003 0.768174 -0.048091 0.818559 0.652816 0.300829
1611 Spain 2017 6.230173 10.585966 0.903158 74.099998 0.755561 -0.032063 0.791269 0.625056 0.302388
1612 Spain 2018 6.513371 10.604824 0.910315 74.400002 0.722251 -0.074976 0.776504 0.659188 0.357191
1613 Spain 2019 6.457449 10.618478 0.949013 74.699997 0.777967 -0.048639 0.730338 0.663313 0.315518
1614 Spain 2020 6.502175 10.488059 0.934935 75.000000 0.783257 -0.120613 0.729977 0.686178 0.316617
1615 Sri Lanka 2006 4.344611 8.911856 0.863599 65.779999 0.723848 0.062403 0.837785 0.756676 0.216330
1616 Sri Lanka 2007 4.414805 8.970224 0.838327 65.860001 0.735853 0.109853 0.846718 0.708772 0.219856
1617 Sri Lanka 2008 4.430846 9.020894 0.815703 65.940002 0.833836 0.162589 0.861397 0.789877 0.152588
1618 Sri Lanka 2009 4.212027 9.048715 0.829612 66.019997 0.798871 0.306048 0.689926 0.769714 0.172401
1619 Sri Lanka 2010 3.976905 9.118978 0.814367 66.099998 0.738209 0.258537 0.769478 0.822605 0.163472
1620 Sri Lanka 2011 4.180569 9.192944 0.841938 66.199997 0.822637 0.144856 0.760301 0.824981 0.174927
1621 Sri Lanka 2012 4.224593 9.279157 0.824357 66.300003 0.800397 0.160591 0.822879 0.863880 0.196871
1622 Sri Lanka 2013 4.364694 9.304748 0.809175 66.400002 0.834020 0.268219 0.842014 0.860365 0.208130
1623 Sri Lanka 2014 4.267933 9.343831 0.804798 66.500000 0.867936 0.299043 0.790627 0.842815 0.186896
1624 Sri Lanka 2015 4.611607 9.383496 0.862500 66.599998 0.902075 0.319147 0.859471 0.848233 0.234751
1625 Sri Lanka 2017 4.330945 9.440189 0.822771 67.000000 0.827077 0.093778 0.844210 0.794952 0.269728
1626 Sri Lanka 2018 4.435024 9.462235 0.832882 67.199997 0.858874 0.106040 0.855908 0.830616 0.301814
1627 Sri Lanka 2019 4.213299 9.478694 0.814939 67.400002 0.824277 0.051187 0.863342 0.816390 0.314543
1628 Sudan 2009 4.454917 8.105703 0.911407 53.700001 0.709979 0.076804 0.701229 0.733572 0.244927
1629 Sudan 2010 4.435160 8.076443 0.854824 54.000000 0.648155 -0.040054 0.736897 0.668583 0.220789
1630 Sudan 2011 4.314456 8.203635 0.817786 54.279999 0.582539 -0.024156 0.662519 0.585826 0.248501
1631 Sudan 2012 4.550499 8.295729 0.812501 54.560001 0.411948 -0.055609 0.733679 0.576178 0.242374
1632 Sudan 2014 4.138673 8.317068 0.810616 55.119999 0.390096 -0.063395 0.793785 0.540845 0.302725
1633 Suriname 2012 6.269287 9.797085 0.797262 62.240002 0.885488 -0.077173 0.751283 0.764223 0.250365
1634 Swaziland 2011 4.867091 8.940104 0.837150 40.808292 0.607157 -0.066733 0.917250 0.820613 0.251053
1635 Swaziland 2018 4.211565 9.060224 0.779270 50.353203 0.709974 -0.178416 0.692341 0.824355 0.252339
1636 Swaziland 2019 4.396115 9.069710 0.759098 51.270393 0.596682 -0.190738 0.723508 0.777627 0.279595
1637 Sweden 2005 7.376316 10.739267 0.951470 71.199997 0.964395 NaN NaN 0.839870 0.150766
1638 Sweden 2007 7.241363 10.805614 0.916559 71.480003 0.909962 0.146358 0.289332 0.796209 0.177412
1639 Sweden 2008 7.515997 10.793308 0.923092 71.620003 0.911609 0.125246 0.313961 0.804467 0.134403
1640 Sweden 2009 7.265977 10.740421 0.902533 71.760002 0.864005 0.220528 0.292112 0.819678 0.151363
1641 Sweden 2010 7.496019 10.789714 0.970243 71.900002 0.904700 0.141384 0.253087 0.833033 0.200112
1642 Sweden 2011 7.382232 10.813616 0.920521 71.980003 0.941115 0.161460 0.268513 0.814561 0.179152
1643 Sweden 2012 7.560148 10.800318 0.929397 72.059998 0.944382 0.131922 0.253543 0.855100 0.170226
1644 Sweden 2013 7.434011 10.803652 0.915648 72.139999 0.935911 0.158880 0.324482 0.829284 0.184420
1645 Sweden 2014 7.239148 10.819961 0.932720 72.220001 0.945273 0.201714 0.250390 0.835672 0.207688
1646 Sweden 2015 7.288922 10.853300 0.929460 72.300003 0.935072 0.211176 0.231964 0.817942 0.190992
1647 Sweden 2016 7.368744 10.861230 0.912061 72.400002 0.918036 0.145734 0.246182 0.815695 0.200607
1648 Sweden 2017 7.286805 10.873111 0.914017 72.500000 0.934582 0.170274 0.239367 0.813548 0.175067
1649 Sweden 2018 7.374792 10.880807 0.930680 72.599998 0.941725 0.076688 0.262797 0.822676 0.160755
1650 Sweden 2019 7.398093 10.881908 0.933645 72.699997 0.941515 0.091022 0.250088 0.826284 0.202000
1651 Sweden 2020 7.314341 10.837904 0.935582 72.800003 0.951182 0.090818 0.203440 0.766376 0.221933
1652 Switzerland 2006 7.473253 11.049914 0.951352 71.540001 0.918958 0.290456 0.407931 0.821402 0.211929
1653 Switzerland 2009 7.524521 11.054919 0.938339 72.260002 0.891277 0.125042 0.342427 0.814037 0.201585
1654 Switzerland 2012 7.776209 11.079147 0.946864 72.779999 0.945428 0.138619 0.323241 0.859107 0.176007
1655 Switzerland 2014 7.492804 11.097996 0.958796 73.059998 0.949401 0.060122 0.283090 0.822913 0.188794
1656 Switzerland 2015 7.572137 11.099858 0.938334 73.199997 0.927802 0.108924 0.209534 0.808529 0.165759
1657 Switzerland 2016 7.458520 11.106019 0.927628 73.500000 0.933947 0.088443 0.301563 0.779471 0.206317
1658 Switzerland 2017 7.473593 11.114521 0.949661 73.800003 0.924997 0.179773 0.316183 0.773997 0.195871
1659 Switzerland 2018 7.508587 11.134289 0.930291 74.099998 0.926415 0.100956 0.301260 0.792226 0.191520
1660 Switzerland 2019 7.694221 11.136454 0.948513 74.400002 0.913167 0.036215 0.293701 0.797893 0.170762
1661 Switzerland 2020 7.508435 11.080893 0.946316 74.699997 0.917343 -0.063502 0.280367 0.768705 0.193229
1662 Syria 2008 5.323332 8.651800 0.712370 63.900002 0.660753 0.121619 0.680204 0.609097 0.338427
1663 Syria 2009 4.978971 8.653676 0.842402 64.000000 0.748259 0.081666 0.687760 0.574330 0.292455
1664 Syria 2010 4.464708 8.729084 0.934232 64.099998 0.647048 0.007883 0.743094 0.557652 0.224644
1665 Syria 2011 4.037889 8.726923 0.575722 62.320000 0.530433 0.130682 0.740586 0.598737 0.495505
1666 Syria 2012 3.164491 8.562601 0.588395 60.540001 0.466771 0.315987 0.672964 0.464439 0.704590
1667 Syria 2013 2.687553 8.396470 0.585450 58.759998 0.454883 0.225454 0.663431 0.386987 0.622230
1668 Syria 2015 3.461913 8.441537 0.463913 55.200001 0.448271 0.044835 0.685237 0.369440 0.642589
1669 Taiwan Province of China 2006 6.189050 10.613232 0.882246 68.680000 0.629910 -0.029827 0.845850 0.813638 0.094316
1670 Taiwan Province of China 2008 5.547682 10.606202 0.830005 69.139999 0.641715 -0.016732 0.784832 0.794352 0.169157
1671 Taiwan Province of China 2010 6.228531 10.690681 0.831413 69.599998 0.676587 0.004753 0.821365 0.845345 0.135867
1672 Taiwan Province of China 2011 6.308915 10.705154 0.862521 NaN 0.761488 0.035270 0.754584 0.826713 0.112288
1673 Taiwan Province of China 2012 6.125917 10.715845 0.825072 NaN 0.698195 0.021749 0.802829 0.821362 0.140011
1674 Taiwan Province of China 2013 6.340344 10.750063 0.816993 NaN 0.690071 0.001518 0.841232 0.846232 0.124445
1675 Taiwan Province of China 2014 6.363497 10.797789 0.870012 NaN 0.692900 0.091989 0.865741 0.848841 0.108366
1676 Taiwan Province of China 2015 6.450088 10.842318 0.885389 NaN 0.700810 0.018658 0.857195 0.831987 0.129349
1677 Taiwan Province of China 2016 6.512851 10.854927 0.894989 NaN 0.718925 -0.048804 0.810521 0.833153 0.108305
1678 Taiwan Province of China 2017 6.359451 10.870996 0.891119 NaN 0.759655 -0.070494 0.742780 0.837277 0.114123
1679 Taiwan Province of China 2018 6.467005 NaN 0.896459 NaN 0.741033 NaN 0.735971 0.848399 0.092696
1680 Taiwan Province of China 2019 6.537090 NaN 0.893431 NaN 0.814484 NaN 0.718112 0.860071 0.093412
1681 Taiwan Province of China 2020 6.751068 NaN 0.900833 NaN 0.798835 NaN 0.710567 0.845393 0.082737
1682 Tajikistan 2006 4.613099 7.554471 0.723841 60.639999 0.701760 -0.088468 0.768155 0.565764 0.194671
1683 Tajikistan 2007 4.431609 7.609175 0.726655 61.080002 0.818355 0.000432 0.658520 0.694193 0.133114
1684 Tajikistan 2008 5.063987 7.664672 0.700901 61.520000 0.815955 0.017623 0.723377 0.605863 0.160436
1685 Tajikistan 2009 4.575175 7.681615 0.675653 61.959999 0.743787 0.000688 0.791704 0.605244 0.203190
1686 Tajikistan 2010 4.380636 7.722940 0.759163 62.400002 0.784496 0.061829 0.678528 0.642683 0.191733
1687 Tajikistan 2011 4.262671 7.771989 0.750738 62.560001 0.776180 -0.118868 0.672199 0.697810 0.165632
1688 Tajikistan 2012 4.496572 7.821405 0.728591 62.720001 0.749035 -0.072731 0.717098 0.714460 0.198191
1689 Tajikistan 2013 4.966521 7.869584 0.700643 62.880001 0.693120 0.063402 0.764237 0.676519 0.169621
1690 Tajikistan 2014 4.896158 7.910819 0.809826 63.040001 0.852732 0.001544 0.698431 0.656047 0.196154
1691 Tajikistan 2015 5.124211 7.945079 0.843933 63.200001 0.846542 0.022057 0.741690 0.688922 0.195661
1692 Tajikistan 2016 5.103721 7.987065 0.856657 63.500000 0.703027 0.009666 0.631888 0.644485 0.219800
1693 Tajikistan 2017 5.829234 8.035774 0.662693 63.799999 0.832002 0.124276 0.718337 0.602668 0.277725
1694 Tajikistan 2018 5.497469 8.081698 0.875243 64.099998 NaN -0.064819 0.577946 0.694633 0.219794
1695 Tajikistan 2019 5.464015 8.125557 0.879823 64.400002 NaN -0.044561 0.490029 0.728972 0.178497
1696 Tajikistan 2020 5.373399 8.080357 0.789745 64.699997 NaN -0.040467 0.549786 0.748898 0.344161
1697 Tanzania 2006 3.922484 7.485086 0.782916 48.700001 0.786859 -0.027226 0.649105 0.748167 0.209238
1698 Tanzania 2007 4.317950 7.522392 0.707852 49.599998 0.715832 -0.012852 0.706752 0.755214 0.219853
1699 Tanzania 2008 4.384742 7.549336 0.774360 50.500000 0.562212 0.255817 0.930032 0.744346 0.178047
1700 Tanzania 2009 3.407508 7.572010 0.836828 51.400002 0.606549 0.308352 0.902627 0.778500 0.160527
1701 Tanzania 2010 3.229129 7.604382 0.812532 52.299999 0.597122 0.138955 0.866264 0.716567 0.146119
1702 Tanzania 2011 4.073562 7.648876 0.882530 53.040001 0.736030 -0.046155 0.816376 0.764551 0.145141
1703 Tanzania 2012 4.006897 7.663198 0.832056 53.779999 0.577453 0.213284 0.886998 0.678828 0.195307
1704 Tanzania 2013 3.852395 7.698932 0.803419 54.520000 0.654182 0.054437 0.859006 0.737968 0.191288
1705 Tanzania 2014 3.483279 7.734119 0.789081 55.259998 0.654125 0.110466 0.877886 0.730893 0.241431
1706 Tanzania 2015 3.660597 7.763930 0.790263 56.000000 0.758685 0.148695 0.906423 0.619377 0.191748
1707 Tanzania 2016 2.902734 7.800395 0.637756 56.500000 0.775485 0.178778 0.739247 0.693552 0.245986
1708 Tanzania 2017 3.347121 7.836148 0.705010 57.000000 0.800496 0.115518 0.653606 0.714646 0.255336
1709 Tanzania 2018 3.445023 7.859404 0.675330 57.500000 0.807142 0.153193 0.611534 0.762089 0.221005
1710 Tanzania 2019 3.640155 7.886240 0.687268 58.000000 0.850133 0.100390 0.589294 0.726239 0.243098
1711 Tanzania 2020 3.785684 7.881270 0.739817 58.500000 0.830343 0.295272 0.520632 0.685533 0.271118
1712 Thailand 2006 5.885433 9.461148 0.894327 64.139999 0.863195 0.331460 0.934745 0.813509 0.164123
1713 Thailand 2007 5.783891 9.508475 0.888634 64.480003 0.870159 0.390946 0.897753 0.831810 0.180010
1714 Thailand 2008 5.636471 9.520327 0.831711 64.820000 0.867834 0.425482 0.933373 0.819038 0.145059
1715 Thailand 2009 5.475645 9.508361 0.893245 65.160004 0.868224 0.524908 0.903822 0.897641 0.166086
1716 Thailand 2010 6.216703 9.575911 0.897651 65.500000 0.859636 0.535985 0.916693 0.901268 0.181523
1717 Thailand 2011 6.663609 9.579475 0.884351 65.720001 0.926882 0.400159 0.923196 0.934374 0.116676
1718 Thailand 2012 6.300235 9.644709 0.906098 65.940002 0.846933 0.379859 0.908612 0.854544 0.137503
1719 Thailand 2013 6.231025 9.666691 0.926378 66.160004 0.781082 0.456227 0.925430 0.845981 0.140831
1720 Thailand 2014 6.985464 9.672178 0.933167 66.379997 0.899846 0.552521 0.919834 0.811370 0.168738
1721 Thailand 2015 6.201763 9.699015 0.866325 66.599998 0.884917 0.315948 0.913651 0.910497 0.174081
1722 Thailand 2016 6.073640 9.729001 0.907544 66.800003 0.924146 0.355719 0.877978 0.834758 0.217880
1723 Thailand 2017 5.938895 9.765407 0.877269 67.000000 0.922897 0.212491 0.883817 0.816322 0.231598
1724 Thailand 2018 6.011562 9.802921 0.873052 67.199997 0.904828 0.258844 0.906596 0.843489 0.198190
1725 Thailand 2019 6.022151 9.823529 0.903051 67.400002 0.898245 0.308830 0.877040 0.842873 0.208184
1726 Thailand 2020 5.884544 9.769243 0.866703 67.599998 0.840463 0.273056 0.918340 0.783270 0.326169
1727 Togo 2006 3.202429 7.077817 0.435414 49.259998 0.628228 -0.006546 0.849972 0.614520 0.348205
1728 Togo 2008 2.807855 7.051686 0.291334 50.180000 0.286814 -0.054630 0.931986 0.362498 0.378715
1729 Togo 2011 2.936221 7.145922 0.302955 51.580002 0.584088 -0.069823 0.832004 0.480281 0.395363
1730 Togo 2014 2.838959 7.247175 0.444339 53.020000 0.663193 -0.084710 0.795342 0.582750 0.442813
1731 Togo 2015 3.768302 7.277406 0.478593 53.500000 0.771577 -0.068682 0.733262 0.598805 0.415781
1732 Togo 2016 3.878578 7.306319 0.509441 53.900002 0.730287 -0.006936 0.815044 0.604244 0.482886
1733 Togo 2017 4.360805 7.324177 0.507805 54.299999 0.716694 -0.042179 0.725520 0.614189 0.425824
1734 Togo 2018 4.022895 7.347652 0.596354 54.700001 0.611966 -0.006869 0.808538 0.608449 0.446454
1735 Togo 2019 4.179494 7.375211 0.538702 55.099998 0.617420 0.064775 0.736675 0.590229 0.443870
1736 Trinidad and Tobago 2006 5.832189 10.223845 0.886789 61.759998 0.840089 0.141430 0.917428 0.797640 0.229044
1737 Trinidad and Tobago 2008 6.696444 10.294565 0.858300 62.080002 0.838140 0.086612 0.958828 0.817198 0.183790
1738 Trinidad and Tobago 2011 6.518746 10.262998 0.862839 62.540001 0.775392 0.077540 0.899957 0.906178 0.134091
1739 Trinidad and Tobago 2013 6.167707 10.284636 0.883180 62.820000 0.846941 0.127746 0.947674 0.832503 0.285929
1740 Trinidad and Tobago 2017 6.191860 10.182920 0.916029 63.500000 0.859140 0.014855 0.911336 0.846467 0.248099
1741 Tunisia 2009 5.025470 9.197462 NaN 64.959999 0.781496 -0.118570 0.722211 NaN NaN
1742 Tunisia 2010 5.130521 9.221612 0.863188 65.099998 0.623593 -0.135169 0.732379 0.724581 0.248913
1743 Tunisia 2011 4.876482 9.192277 0.714891 65.279999 0.603124 -0.198725 0.912657 0.587680 0.248197
1744 Tunisia 2012 4.463531 9.221737 0.614423 65.459999 0.567737 -0.176225 0.899453 0.520914 0.327000
1745 Tunisia 2013 5.245605 9.240366 0.647967 65.639999 0.536288 -0.206911 0.886027 0.517319 0.239156
1746 Tunisia 2014 4.763595 9.259631 0.680261 65.820000 0.588934 -0.231928 0.783134 0.502728 0.320770
1747 Tunisia 2015 5.131612 9.261008 0.609470 66.000000 0.711373 -0.226031 0.814825 0.572956 0.319542
1748 Tunisia 2016 4.521453 9.261508 0.701822 66.300003 0.614438 -0.164950 0.810746 0.612341 0.378108
1749 Tunisia 2017 4.124343 9.269105 0.717382 66.599998 0.477957 -0.218600 0.868827 0.420962 0.377197
1750 Tunisia 2018 4.741132 9.283942 0.732954 66.900002 0.649680 -0.191059 0.840117 0.591727 0.365014
1751 Tunisia 2019 4.315480 9.283180 0.609589 67.199997 0.659332 -0.208865 0.888905 0.538935 0.433413
1752 Tunisia 2020 4.730811 9.230624 0.719013 67.500000 0.667758 -0.201814 0.877354 0.584634 0.438774
1753 Turkey 2005 4.718734 9.809252 0.819936 62.599998 0.623115 NaN 0.876999 0.556581 NaN
1754 Turkey 2007 5.623472 9.902598 0.792273 63.320000 0.459312 -0.178247 0.799733 0.650955 0.395127
1755 Turkey 2008 5.118232 9.899062 0.644874 63.680000 0.415498 -0.188817 0.785391 0.614249 0.345338
1756 Turkey 2009 5.212842 9.838136 0.754646 64.040001 0.455817 -0.227120 0.852887 0.598295 0.316302
1757 Turkey 2010 5.490347 9.905599 0.794905 64.400002 0.514920 -0.187196 0.810896 0.651793 0.327066
1758 Turkey 2011 5.271944 9.995656 0.691902 64.639999 0.445607 -0.241874 0.648596 0.621293 0.379784
1759 Turkey 2012 5.309076 10.026114 0.739281 64.879997 0.470903 -0.215605 0.701850 0.644781 0.334833
1760 Turkey 2013 4.888177 10.090672 0.795451 65.120003 0.540723 -0.229339 0.698065 0.634615 0.391874
1761 Turkey 2014 5.579794 10.124029 0.863288 65.360001 0.649196 -0.023702 0.764014 0.483359 0.377325
1762 Turkey 2015 5.514465 10.166448 0.851225 65.599998 0.653197 -0.016286 0.806076 0.460246 0.382291
1763 Turkey 2016 5.326222 10.181467 0.879995 66.000000 0.644147 -0.065029 0.763707 0.465151 0.389963
1764 Turkey 2017 5.607262 10.237606 0.876468 66.400002 0.644434 -0.237211 0.670911 0.449801 0.312846
1765 Turkey 2018 5.185689 10.250577 0.847027 66.800003 0.528629 -0.175576 0.804879 0.434654 0.350773
1766 Turkey 2019 4.872074 10.245920 0.791656 67.199997 0.631084 -0.135583 0.760442 0.422227 0.368089
1767 Turkey 2020 4.861554 10.219084 0.856730 67.599998 0.510386 -0.110889 0.774417 0.384292 0.440387
1768 Turkmenistan 2009 6.567713 8.989171 0.923846 59.439999 NaN -0.101684 NaN 0.780770 0.151584
1769 Turkmenistan 2011 5.791755 9.181697 0.964419 60.040001 NaN 0.018397 NaN 0.639033 0.122068
1770 Turkmenistan 2012 5.463827 9.268988 0.945841 60.279999 0.785563 -0.122812 NaN 0.584448 0.116881
1771 Turkmenistan 2013 5.391763 9.347593 0.845733 60.520000 0.704529 -0.071448 NaN 0.598716 0.159606
1772 Turkmenistan 2014 5.787379 9.427173 0.908927 60.759998 0.804678 0.031971 NaN 0.695216 0.153950
1773 Turkmenistan 2015 5.791460 9.472206 0.960158 61.000000 0.701358 0.092775 NaN 0.705348 0.301039
1774 Turkmenistan 2016 5.887052 9.515066 0.929032 61.400002 0.748504 0.004624 NaN 0.636389 0.255499
1775 Turkmenistan 2017 5.229149 9.561351 0.908455 61.799999 0.720399 0.066041 NaN 0.520885 0.349628
1776 Turkmenistan 2018 4.620602 9.605440 0.984489 62.200001 0.857774 0.259659 NaN 0.612210 0.189025
1777 Turkmenistan 2019 5.474300 9.651184 0.981502 62.599998 0.891527 0.284881 NaN 0.509915 0.183343
1778 Uganda 2006 3.733584 7.369865 0.760256 46.480000 0.746723 -0.041043 0.806589 0.589651 0.254418
1779 Uganda 2007 4.455839 7.419120 0.844879 47.459999 0.707961 -0.000834 0.880529 0.708058 0.227878
1780 Uganda 2008 4.568619 7.471063 0.812828 48.439999 0.577934 -0.054836 0.848459 0.640577 0.239573
1781 Uganda 2009 4.611986 7.505189 0.852087 49.419998 0.760231 -0.037409 0.840423 0.640410 0.296116
1782 Uganda 2010 4.192882 7.528168 0.830155 50.400002 0.800667 -0.014679 0.854992 0.647654 0.251242
1783 Uganda 2011 4.826001 7.586103 0.881751 51.220001 0.732974 0.031504 0.830124 0.678213 0.254482
1784 Uganda 2012 4.309238 7.591943 0.884722 52.040001 0.649463 0.081127 0.837546 0.753984 0.265322
1785 Uganda 2013 3.709579 7.594839 0.878275 52.860001 0.763021 0.052719 0.820481 0.675636 0.346357
1786 Uganda 2014 3.769919 7.611118 0.821206 53.680000 0.834174 0.009276 0.897995 0.680730 0.396720
1787 Uganda 2015 4.237687 7.626735 0.746633 54.500000 0.757835 0.135057 0.872740 0.702905 0.352848
1788 Uganda 2016 4.233261 7.636911 0.753540 54.900002 0.739410 0.131759 0.811070 0.667976 0.410067
1789 Uganda 2017 4.000517 7.637649 0.739956 55.299999 0.772344 0.059689 0.815770 0.703376 0.400026
1790 Uganda 2018 4.321715 7.660166 0.739841 55.700001 0.728513 0.078885 0.856106 0.685169 0.390319
1791 Uganda 2019 4.948051 7.687653 0.805487 56.099998 0.704377 0.138821 0.825613 0.693082 0.385221
1792 Uganda 2020 4.640910 7.684450 0.800461 56.500000 0.687482 0.147118 0.877587 0.698949 0.424707
1793 Ukraine 2006 4.803954 9.380307 0.852453 60.119999 0.623814 -0.257109 0.929431 0.621520 0.249234
1794 Ukraine 2007 5.252182 9.459466 0.820094 60.639999 0.493922 -0.240675 0.967940 0.636170 0.207652
1795 Ukraine 2008 5.172380 9.487659 0.860014 61.160000 0.486627 -0.264713 0.929175 0.573153 0.185806
1796 Ukraine 2009 5.165639 9.332416 0.845293 61.680000 0.460348 -0.241401 0.962244 0.583073 0.189014
1797 Ukraine 2010 5.057561 9.374015 0.883555 62.200001 0.483833 -0.188660 0.953752 0.512683 0.227200
1798 Ukraine 2011 5.083133 9.430825 0.859459 62.500000 0.578669 -0.227612 0.932535 0.590430 0.219648
1799 Ukraine 2012 5.030342 9.435678 0.897573 62.799999 0.563650 -0.223113 0.896237 0.570338 0.192819
1800 Ukraine 2013 4.710803 9.437689 0.896510 63.099998 0.568716 -0.216286 0.937324 0.643462 0.224596
1801 Ukraine 2014 4.297330 9.426173 0.876760 63.400002 0.533267 0.083829 0.926789 0.594337 0.248560
1802 Ukraine 2015 3.964543 9.326974 0.909440 63.700001 0.430592 -0.033402 0.952473 0.574076 0.241076
1803 Ukraine 2016 4.028690 9.353109 0.884961 64.000000 0.502542 0.010513 0.891075 0.588722 0.219624
1804 Ukraine 2017 4.311067 9.381865 0.858325 64.300003 0.598876 -0.002278 0.936764 0.597112 0.234764
1805 Ukraine 2018 4.661909 9.420440 0.900937 64.599998 0.663055 -0.074371 0.942961 0.608771 0.221851
1806 Ukraine 2019 4.701762 9.458004 0.882726 64.900002 0.715312 -0.081017 0.885005 0.634228 0.201132
1807 Ukraine 2020 5.269676 9.427874 0.884686 65.199997 0.784273 0.126344 0.945669 0.687721 0.284736
1808 United Arab Emirates 2006 6.734222 11.367043 0.903410 65.919998 0.897557 -0.032504 0.203359 0.746001 0.275255
1809 United Arab Emirates 2009 6.866063 10.974636 0.885089 66.279999 0.848822 0.019040 0.338876 0.770118 0.287074
1810 United Arab Emirates 2010 7.097456 10.913667 0.911762 66.400002 0.877751 0.056747 0.355116 0.762652 0.233014
1811 United Arab Emirates 2011 7.118701 10.935309 0.881369 66.419998 0.889463 0.071289 NaN 0.762837 0.215870
1812 United Arab Emirates 2012 7.217767 10.957638 0.855877 66.440002 0.919793 NaN NaN 0.767661 0.223985
1813 United Arab Emirates 2013 6.620951 11.000794 0.863716 66.459999 0.935979 NaN NaN NaN 0.291113
1814 United Arab Emirates 2014 6.539855 11.040978 NaN 66.480003 NaN NaN NaN NaN NaN
1815 United Arab Emirates 2015 6.568398 11.085503 0.824137 66.500000 0.915036 0.201111 NaN 0.760500 0.295733
1816 United Arab Emirates 2016 6.830950 11.105121 0.849380 66.699997 0.949120 0.131059 NaN 0.775128 0.244668
1817 United Arab Emirates 2017 7.039420 11.115185 0.835527 66.900002 0.962017 0.215843 NaN 0.795035 0.207598
1818 United Arab Emirates 2018 6.603744 11.111975 0.851041 67.099998 0.943664 0.053972 NaN 0.787243 0.302042
1819 United Arab Emirates 2019 6.710783 11.114224 0.861533 67.300003 0.911420 0.128725 NaN 0.793177 0.283763
1820 United Arab Emirates 2020 6.458392 11.052890 0.826756 67.500000 0.942162 0.060020 NaN 0.751660 0.298480
1821 United Kingdom 2005 6.983557 10.662885 0.978840 69.900002 0.922355 NaN 0.398457 0.864076 0.261732
1822 United Kingdom 2007 6.801931 10.699264 0.969870 70.459999 0.838332 0.336252 0.498093 0.782353 0.241052
1823 United Kingdom 2008 6.986464 10.688578 0.953839 70.739998 0.759144 0.331124 0.547769 0.818951 0.218297
1824 United Kingdom 2009 6.906547 10.637608 0.964429 71.019997 0.816229 0.341457 0.558927 0.846380 0.231029
1825 United Kingdom 2010 7.029364 10.649076 0.955068 71.300003 0.841307 0.403173 0.586813 0.862621 0.176343
1826 United Kingdom 2011 6.869249 10.656545 0.948711 71.379997 0.899774 0.336042 0.437595 0.844498 0.173908
1827 United Kingdom 2012 6.880784 10.664272 0.934575 71.459999 0.888970 0.371288 0.425170 0.844452 0.184245
1828 United Kingdom 2013 6.918055 10.678744 0.936884 71.540001 0.905278 0.346288 0.568043 0.775744 0.252096
1829 United Kingdom 2014 6.758148 10.697121 0.910247 71.620003 0.857040 0.354738 0.484118 0.793993 0.251140
1830 United Kingdom 2015 6.515445 10.712479 0.935986 71.699997 0.832926 0.300105 0.456134 0.797785 0.219262
1831 United Kingdom 2016 6.824284 10.723900 0.954068 71.900002 0.821192 0.250308 0.458313 0.775853 0.229587
1832 United Kingdom 2017 7.103273 10.735850 0.937495 72.099998 0.812733 0.291236 0.418611 0.758572 0.209572
1833 United Kingdom 2018 7.233445 10.743109 0.928484 72.300003 0.837508 0.226284 0.404276 0.783172 0.228276
1834 United Kingdom 2019 7.157151 10.751485 0.942681 72.500000 0.854040 0.270557 0.485092 0.775203 0.251014
1835 United Kingdom 2020 6.798177 10.625811 0.929353 72.699997 0.884624 0.202508 0.490204 0.758164 0.224655
1836 United States 2006 7.181794 10.923974 0.964572 68.059998 0.911496 NaN 0.600309 0.827417 0.260511
1837 United States 2007 7.512688 10.933051 NaN 68.220001 0.871904 0.197084 0.633035 0.828503 0.231679
1838 United States 2008 7.280386 10.922226 0.952587 68.379997 0.877956 0.254692 0.668495 0.871968 0.226823
1839 United States 2009 7.158032 10.887765 0.911794 68.540001 0.830684 0.200643 0.665394 0.843484 0.261661
1840 United States 2010 7.163616 10.904800 0.926159 68.699997 0.828044 0.243921 0.689583 0.860642 0.231053
1841 United States 2011 7.115139 10.912990 0.921705 68.680000 0.863202 0.160684 0.696926 0.836360 0.273379
1842 United States 2012 7.026227 10.927963 0.903192 68.660004 0.822662 0.214699 0.710034 0.833771 0.259644
1843 United States 2013 7.249285 10.939349 0.925397 68.639999 0.792256 0.273915 0.746894 0.813678 0.260328
1844 United States 2014 7.151114 10.956298 0.902097 68.620003 0.866077 0.221340 0.702267 0.834294 0.281265
1845 United States 2015 6.863947 10.977393 0.903571 68.599998 0.848753 0.219460 0.697543 0.813908 0.274688
1846 United States 2016 6.803600 10.985777 0.896751 68.500000 0.757893 0.144048 0.738920 0.805674 0.264204
1847 United States 2017 6.991759 11.001395 0.921003 68.400002 0.868497 0.197317 0.681191 0.826555 0.268269
1848 United States 2018 6.882685 11.025024 0.903856 68.300003 0.824607 0.116116 0.709928 0.815383 0.292226
1849 United States 2019 6.943701 11.043353 0.916691 68.199997 0.836139 0.144299 0.706716 0.814985 0.243834
1850 United States 2020 7.028088 11.000656 0.937370 68.099998 0.850447 0.034103 0.678125 0.787372 0.295499
1851 Uruguay 2006 5.785868 9.542817 0.911877 67.440002 0.806579 -0.112544 0.476627 0.784314 0.306158
1852 Uruguay 2007 5.693946 9.604274 0.874577 67.580002 0.786249 -0.165002 0.614029 0.776779 0.273572
1853 Uruguay 2008 5.663870 9.671038 0.879114 67.720001 0.807930 -0.142880 0.596767 0.751168 0.264006
1854 Uruguay 2009 6.296223 9.709771 0.923861 67.860001 0.825049 -0.118288 0.543948 0.793431 0.254544
1855 Uruguay 2010 6.062011 9.782048 0.893040 68.000000 0.832241 -0.158050 0.471376 0.806707 0.231179
1856 Uruguay 2011 6.554047 9.829510 0.891282 68.139999 0.851442 -0.080015 0.556286 0.805346 0.252250
1857 Uruguay 2012 6.449728 9.861304 0.864694 68.279999 0.870590 0.067105 0.615350 0.787868 0.214203
1858 Uruguay 2013 6.444465 9.903544 0.917280 68.419998 0.888278 -0.043126 0.585632 0.826393 0.253229
1859 Uruguay 2014 6.561444 9.932180 0.901898 68.559998 0.904333 -0.072777 0.533495 0.869249 0.251499
1860 Uruguay 2015 6.628080 9.932483 0.891493 68.699997 0.916880 -0.032266 0.673476 0.892661 0.299538
1861 Uruguay 2016 6.171485 9.945693 0.900381 68.800003 0.886372 -0.071944 0.676213 0.841549 0.283180
1862 Uruguay 2017 6.336010 9.967628 0.913802 68.900002 0.897852 -0.091392 0.626582 0.835861 0.280323
1863 Uruguay 2018 6.371715 9.980024 0.917316 69.000000 0.876211 -0.097156 0.682916 0.876920 0.274946
1864 Uruguay 2019 6.600337 9.978644 0.933471 69.099998 0.902679 -0.095303 0.599400 0.888966 0.221730
1865 Uruguay 2020 6.309681 9.937192 0.921070 69.199997 0.907762 -0.083987 0.491008 0.807351 0.264692
1866 Uzbekistan 2006 5.232322 8.192730 0.903067 61.439999 0.784301 -0.115492 0.608808 0.727946 0.195058
1867 Uzbekistan 2008 5.311368 8.339396 0.894026 62.320000 0.831269 -0.023097 NaN 0.713683 0.186682
1868 Uzbekistan 2009 5.260721 8.399955 0.904678 62.759998 NaN 0.013131 0.610258 0.735559 0.158657
1869 Uzbekistan 2010 5.095342 8.444950 0.903226 63.200001 NaN -0.030090 0.518720 0.775874 0.151883
1870 Uzbekistan 2011 5.738744 8.493077 0.924071 63.400002 0.934133 0.042083 0.521862 0.787154 0.122773
1871 Uzbekistan 2012 6.019332 8.549520 0.933141 63.599998 0.913550 -0.037380 0.463375 0.785679 0.118177
1872 Uzbekistan 2013 5.939986 8.607008 0.962781 63.799999 0.949540 -0.034047 0.433932 0.749193 0.130197
1873 Uzbekistan 2014 6.049212 8.659472 0.952406 64.000000 0.954481 0.061329 0.536461 0.804545 0.106158
1874 Uzbekistan 2015 5.972364 8.713864 0.968225 64.199997 0.979937 0.374668 0.470917 0.839981 0.103494
1875 Uzbekistan 2016 5.892539 8.755632 0.945102 64.500000 0.983803 0.208193 NaN 0.841676 0.146898
1876 Uzbekistan 2017 6.421448 8.782446 0.942131 64.800003 0.985178 0.122524 0.464642 0.838989 0.202737
1877 Uzbekistan 2018 6.205460 8.818110 0.920821 65.099998 0.969898 0.317585 0.520360 0.825422 0.208660
1878 Uzbekistan 2019 6.154049 8.853480 0.915276 65.400002 0.970295 0.304298 0.511197 0.844809 0.219746
1879 Venezuela 2005 7.169621 9.313096 0.955278 65.400002 0.838198 NaN 0.719800 0.819065 0.233014
1880 Venezuela 2006 6.525146 9.459522 0.946310 65.459999 0.798281 -0.031057 0.646171 0.858956 0.178483
1881 Venezuela 2008 6.257771 9.700688 0.922434 65.580002 0.678401 -0.225003 0.776103 0.801530 0.224191
1882 Venezuela 2009 7.188803 9.542343 0.944541 65.639999 0.676886 -0.116365 0.827594 0.824885 0.180226
1883 Venezuela 2010 7.478455 9.716555 0.931576 65.699997 0.768257 -0.154883 0.754269 0.861522 0.129686
1884 Venezuela 2011 6.579789 9.822392 0.930620 65.739998 0.766335 -0.226387 0.771539 0.827956 0.198666
1885 Venezuela 2012 7.066577 9.826082 0.931630 65.779999 0.804109 -0.192730 0.743374 0.857873 0.176308
1886 Venezuela 2013 6.552796 9.738845 0.896301 65.820000 0.641965 -0.219742 0.837300 0.839730 0.237609
1887 Venezuela 2014 6.136096 9.557058 0.903956 65.860001 0.569962 -0.198841 0.826535 0.810578 0.243604
1888 Venezuela 2015 5.568800 9.001046 0.911087 65.900002 0.512159 -0.116937 0.813097 0.867409 0.222635
1889 Venezuela 2016 4.041115 9.010295 0.901949 66.099998 0.457602 -0.154931 0.890125 0.688201 0.391754
1890 Venezuela 2017 5.070751 9.073104 0.895879 66.300003 0.635505 -0.168757 0.843969 0.725643 0.362985
1891 Venezuela 2018 5.005663 NaN 0.886882 66.500000 0.610855 NaN 0.827560 0.759221 0.373658
1892 Venezuela 2019 5.080803 NaN 0.887672 66.699997 0.625526 NaN 0.839340 0.761240 0.350950
1893 Venezuela 2020 4.573830 NaN 0.805224 66.900002 0.611815 NaN 0.811319 0.722391 0.396250
1894 Vietnam 2006 5.293660 8.334977 0.887664 65.860001 0.885792 0.014574 NaN 0.682261 0.203979
1895 Vietnam 2007 5.421688 8.394412 0.856023 66.019997 0.917836 0.089205 0.753934 0.587590 0.205932
1896 Vietnam 2008 5.480425 8.439887 0.804560 66.180000 0.888625 0.200575 0.789238 0.665097 0.217538
1897 Vietnam 2009 5.304265 8.482665 0.815026 66.339996 0.834134 -0.061870 0.837870 0.582757 0.189930
1898 Vietnam 2010 5.295781 8.534918 0.786611 66.500000 0.831494 -0.005769 0.742637 0.685243 0.215798
1899 Vietnam 2011 5.767344 8.585228 0.897655 66.660004 0.818404 0.104993 0.742162 0.531590 0.192669
1900 Vietnam 2012 5.534570 8.625951 0.775009 66.820000 0.856053 -0.110290 0.814885 0.615128 0.221356
1901 Vietnam 2013 5.022699 8.668217 0.759477 66.980003 0.919607 -0.027052 0.771246 0.718431 0.165225
1902 Vietnam 2014 5.084923 8.715796 0.792168 67.139999 NaN 0.000040 NaN 0.701386 0.240607
1903 Vietnam 2015 5.076315 8.770014 0.848677 67.300003 NaN 0.085506 NaN 0.642237 0.232416
1904 Vietnam 2016 5.062267 8.819946 0.876324 67.500000 0.894351 -0.089814 0.799240 0.536226 0.222550
1905 Vietnam 2017 5.175279 8.875670 NaN 67.699997 NaN NaN NaN NaN NaN
1906 Vietnam 2018 5.295547 8.934111 0.831945 67.900002 0.909260 -0.040764 0.808423 0.692222 0.191061
1907 Vietnam 2019 5.467451 8.992331 0.847592 68.099998 0.952469 -0.125531 0.787889 0.751160 0.185610
1908 Yemen 2007 4.477133 8.214067 0.824969 53.400002 0.672685 0.011009 NaN 0.591898 0.378784
1909 Yemen 2009 4.809259 8.277721 0.756430 54.000000 0.644229 -0.052247 0.832427 0.583224 0.374160
1910 Yemen 2010 4.350313 8.453350 0.726612 54.299999 0.659284 -0.104334 0.853403 0.582427 0.308333
1911 Yemen 2011 3.746256 8.336312 0.662680 54.299999 0.638211 -0.173486 0.753882 0.502691 0.284863
1912 Yemen 2012 4.060601 8.236007 0.681678 54.299999 0.705815 -0.170729 0.793233 0.501776 0.262817
1913 Yemen 2013 4.217679 8.241937 0.693905 54.299999 0.542547 -0.179008 0.885197 0.558500 0.265685
1914 Yemen 2014 3.967958 8.116539 0.638252 54.299999 0.663909 -0.157303 0.885429 0.610585 0.275674
1915 Yemen 2015 2.982674 7.857512 0.668683 54.299999 0.609981 -0.139383 0.829098 0.507435 0.321357
1916 Yemen 2016 3.825631 7.715108 0.775407 55.099998 0.532964 -0.150821 NaN 0.469345 0.227925
1917 Yemen 2017 3.253560 7.578437 0.789555 55.900002 0.595191 -0.146712 NaN 0.455182 0.295064
1918 Yemen 2018 3.057514 NaN 0.789422 56.700001 0.552726 NaN 0.792587 0.461114 0.314870
1919 Yemen 2019 4.196913 NaN 0.870043 57.500000 0.651308 NaN 0.798228 0.542806 0.213043
1920 Zambia 2006 4.824455 7.817309 0.797665 44.259998 0.720972 -0.005999 0.785281 0.700788 0.226278
1921 Zambia 2007 3.998293 7.870825 0.687989 45.720001 0.682005 -0.066975 0.947914 0.686748 0.245637
1922 Zambia 2008 4.730263 7.918427 0.624418 47.180000 0.716994 0.055702 0.890299 0.744144 0.205723
1923 Zambia 2009 5.260361 7.978490 0.781926 48.639999 0.696183 -0.095979 0.916553 0.727505 0.122659
1924 Zambia 2011 4.999114 8.071311 0.864023 50.840000 0.662850 0.002801 0.882150 0.833214 0.204070
1925 Zambia 2012 5.013375 8.113511 0.780023 51.580002 0.787760 0.007661 0.806394 0.725965 0.250368
1926 Zambia 2013 5.243996 8.131451 0.761312 52.320000 0.769912 -0.104419 0.732268 0.734979 0.307960
1927 Zambia 2014 4.345837 8.146145 0.706223 53.060001 0.811825 -0.010734 0.808841 0.692035 0.327384
1928 Zambia 2015 4.843164 8.144258 0.691483 53.799999 0.758654 -0.038819 0.871020 0.690034 0.381731
1929 Zambia 2016 4.347544 8.151297 0.767047 54.299999 0.811575 0.122350 0.770644 0.730680 0.372241
1930 Zambia 2017 3.932777 8.156224 0.743754 54.799999 0.823169 0.140323 0.739541 0.684623 0.387189
1931 Zambia 2018 4.041488 8.166652 0.717720 55.299999 0.790626 0.048121 0.810731 0.702698 0.350963
1932 Zambia 2019 3.306797 8.154642 0.637894 55.799999 0.811040 0.077462 0.831956 0.743407 0.394385
1933 Zambia 2020 4.837992 8.116580 0.766872 56.299999 0.750422 0.056029 0.809750 0.691082 0.344526
1934 Zimbabwe 2006 3.826268 7.711109 0.821656 41.580002 0.431110 -0.076397 0.904757 0.715229 0.297147
1935 Zimbabwe 2007 3.280247 7.665664 0.828113 42.860001 0.455957 -0.082092 0.946287 0.660861 0.264989
1936 Zimbabwe 2008 3.174264 7.461205 0.843475 44.139999 0.343556 -0.089681 0.963846 0.630983 0.250060
1937 Zimbabwe 2009 4.055914 7.562871 0.805781 45.419998 0.411089 -0.077691 0.930818 0.735503 0.218419
1938 Zimbabwe 2010 4.681570 7.728944 0.856638 46.700001 0.664718 -0.092813 0.828361 0.747702 0.122150
1939 Zimbabwe 2011 4.845642 7.846308 0.864694 48.119999 0.632978 -0.087876 0.829800 0.781189 0.210544
1940 Zimbabwe 2012 4.955101 7.983468 0.896476 49.540001 0.469531 -0.102505 0.858691 0.669279 0.177311
1941 Zimbabwe 2013 4.690188 7.985391 0.799274 50.959999 0.575884 -0.104101 0.830937 0.711885 0.182288
1942 Zimbabwe 2014 4.184451 7.991335 0.765839 52.380001 0.642034 -0.073880 0.820217 0.725214 0.239111
1943 Zimbabwe 2015 3.703191 7.992339 0.735800 53.799999 0.667193 -0.123171 0.810457 0.715079 0.178861
1944 Zimbabwe 2016 3.735400 7.984372 0.768425 54.400002 0.732971 -0.094634 0.723612 0.737636 0.208555
1945 Zimbabwe 2017 3.638300 8.015738 0.754147 55.000000 0.752826 -0.097645 0.751208 0.806428 0.224051
1946 Zimbabwe 2018 3.616480 8.048798 0.775388 55.599998 0.762675 -0.068427 0.844209 0.710119 0.211726
1947 Zimbabwe 2019 2.693523 7.950132 0.759162 56.200001 0.631908 -0.063791 0.830652 0.716004 0.235354
1948 Zimbabwe 2020 3.159802 7.828757 0.717243 56.799999 0.643303 -0.008696 0.788523 0.702573 0.345736
In [86]:
happiness = pd.DataFrame(happiness)
excel_happiness = "happiness.xlsx"
happiness.to_excel(excel_happiness, index=False)

2. Wrangle the Data and Perform EDA¶

- Focus on 10 representative countries 2010-2020¶

2.1 Enery Consumption per Capita¶

In [87]:
energy2010to2020['year'] = energy2010to2020['year'].astype(int)
countries_to_plot = ["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"]
plt.figure(figsize=(14, 8))
for country in countries_to_plot:
    country_data = energy2010to2020[(energy2010to2020['Country_name'] == country) & 
                                    (energy2010to2020['year'].between(2010, 2020))]
    plt.plot(country_data['year'], country_data['Energy_consumption_per_capita'], label=country)
plt.xlabel('Year')
plt.ylabel('Energy Consumption per Capita')
plt.title('Energy Consumption per Capita (2010-2020)',fontsize=20)
plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')
sns.despine()
plt.tight_layout()
plt.show()

From above chart, we can find that:¶

  • From 2010 to 2020, for most the countries we can find the relative stable trend.
  • There is an obvious decrease from 2019 to 2020, which was mainly caused by Covid in 2020.
  • United States, Australia, Finland, New Zealand are ranking top 4 as developed countries. Developing countries such like South Africa, China, Bazil, Indian have relative smaller energy consumption per capita.

2.2 GDP per Capita¶

In [88]:
countries_to_plot = ["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"]
worldbank_gdp['year'] = worldbank_gdp['year'].astype(int)
plt.figure(figsize=(14, 8))
for country in countries_to_plot:
    country_data = worldbank_gdp[(worldbank_gdp['Country_name'] == country) & 
                                 (worldbank_gdp['year'].between(2010, 2020))]
    country_data = country_data.sort_values(by='year')   
    plt.plot(country_data['year'], country_data['GDP_per_capita'], label=country)
plt.xlabel('Year')
plt.ylabel('GDP per Capita')
plt.title('GDP per Capita (2010-2020)',fontsize=20)
plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')
sns.despine()
plt.tight_layout()
plt.show()

From above chart, we can find that:¶

  • Australia, Finland, Germany, Finland, New Zealand and Israel have similar trend and have decrease in 2015 and have overall increasing trend.
  • Developing countries such like South Africa, China, Bazil, Indian are relative smaller. China has also relative good increase.
  • United States has very quick increase all the years.

2.3 CO2 Emission per Capita¶

In [89]:
countries_to_plot = ["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"]
worldbank_CO2['year'] = worldbank_CO2['year'].astype(int)
plt.figure(figsize=(14, 8))
for country in countries_to_plot:
    country_data = worldbank_CO2[(worldbank_CO2['Country_name'] == country) & 
                                 (worldbank_CO2['year'].between(2010, 2020))]
    country_data = country_data.sort_values(by='year')  
    plt.plot(country_data['year'], country_data['CO2_per_capita'], label=country)
plt.xlabel('Year')
plt.ylabel('CO2 Emission per Capita')
plt.title('CO2 Emission per Capita (2010-2020)',fontsize=20)
plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')
sns.despine()
plt.tight_layout()
plt.show()

From above chart, we can find that:¶

  • Australia and United States have high CO2 emission per capita, but have big derease from 2010 to 2020.
  • Finland, Israel and Germany have middle CO2 emission per capita, and also have big derease from 2010 to 2020. China has some increase along the years. Other countries are relative stable.
  • Indian and Brazil have low CO2 emission per capita as developing countries.

2.4 Forest Area and Forest Area per Capita¶

In [90]:
countries_to_plot = ["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"]
worldbank_forest['year'] = worldbank_forest['year'].astype(int)
plt.figure(figsize=(14, 8))
for country in countries_to_plot:
    # Filter and sort the data by year
    country_data = worldbank_forest[(worldbank_forest['Country_name'] == country) & 
                                    (worldbank_forest['year'].between(2010, 2020))]
    country_data = country_data.sort_values(by='year')
    
    plt.plot(country_data['year'], country_data['ForestArea'], label=country)
plt.xlabel('Year')
plt.ylabel('Forest Area')
plt.title('Forest Area (2010-2020)',fontsize=20)
plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')
sns.despine()
plt.tight_layout()
plt.show()

From above chart, we can find that:¶

  • Brazil have the largest forest area, but have relatively big derease from 2010 to 2020.
  • United States is ranking number 2 with stable forest area. China is ranking number 3 and good increase of the forest area from 2010 to 2020.
  • Other countries are relatively stable.
In [91]:
worldbank_forest['year'] =worldbank_forest['year'].astype(int)
filtered_worldbank_forest = worldbank_forest[(worldbank_forest['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (worldbank_forest['year'].between(2010, 2020))]
filtered_worldbank_forest = filtered_worldbank_forest[['Country_name', 'year', 'ForestArea']]
filtered_worldbank_forest
worldbank_population['year'] = worldbank_population['year'].astype(int)
filtered_worldbank_population = worldbank_population[(worldbank_population['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (worldbank_population['year'].between(2010, 2020))]
filtered_worldbank_population = filtered_worldbank_population[['Country_name', 'year', 'Population']]
filtered_worldbank_population
merged_data = pd.merge(filtered_worldbank_forest, filtered_worldbank_population,on=['Country_name', 'year'])
merged_data['Forest_Area_per_capita'] = merged_data['ForestArea'] * 1000 / merged_data['Population']
merged_data
Out[91]:
Country_name year ForestArea Population Forest_Area_per_capita
0 Australia 2020 1340051.00 2.564925e+07 52.245235
1 Australia 2019 1340051.00 2.533483e+07 52.893633
2 Australia 2018 1340051.00 2.496326e+07 53.680934
3 Australia 2017 1340174.00 2.459259e+07 54.495037
4 Australia 2016 1340372.00 2.419091e+07 55.408092
5 Australia 2015 1330945.00 2.381600e+07 55.884501
6 Australia 2014 1323848.20 2.347569e+07 56.392312
7 Australia 2013 1316751.40 2.312813e+07 56.932898
8 Australia 2012 1309654.60 2.273346e+07 57.609106
9 Australia 2011 1302557.80 2.234002e+07 58.306016
10 Australia 2010 1295461.00 2.203175e+07 58.799732
11 Brazil 2020 4966196.00 2.131963e+08 23.294006
12 Brazil 2019 4977985.00 2.117829e+08 23.505134
13 Brazil 2018 4990514.00 2.101666e+08 23.745515
14 Brazil 2017 5000916.00 2.085050e+08 23.984638
15 Brazil 2016 5020821.00 2.068596e+08 24.271639
16 Brazil 2015 5038848.00 2.051882e+08 24.557201
17 Brazil 2014 5054239.80 2.034596e+08 24.841485
18 Brazil 2013 5069631.60 2.017218e+08 25.131802
19 Brazil 2012 5085023.40 1.999777e+08 25.427951
20 Brazil 2011 5100415.20 1.981853e+08 25.735588
21 Brazil 2010 5115807.00 1.963535e+08 26.054067
22 China 2020 2199781.80 1.411100e+09 1.558913
23 China 2019 2180986.10 1.407745e+09 1.549276
24 China 2018 2162190.40 1.402760e+09 1.541383
25 China 2017 2143394.70 1.396215e+09 1.535147
26 China 2016 2124598.67 1.387790e+09 1.530922
27 China 2015 2102942.50 1.379860e+09 1.524026
28 China 2014 2083574.76 1.371860e+09 1.518795
29 China 2013 2064207.02 1.363240e+09 1.514192
30 China 2012 2044839.28 1.354190e+09 1.510009
31 China 2011 2025471.54 1.345035e+09 1.505888
32 China 2010 2006103.80 1.337705e+09 1.499661
33 Finland 2020 224090.00 5.529543e+06 40.525953
34 Finland 2019 224090.00 5.521606e+06 40.584207
35 Finland 2018 224090.00 5.515525e+06 40.628952
36 Finland 2017 224090.00 5.508214e+06 40.682878
37 Finland 2016 224090.00 5.495303e+06 40.778461
38 Finland 2015 224090.00 5.479531e+06 40.895836
39 Finland 2014 223756.00 5.461512e+06 40.969607
40 Finland 2013 223422.00 5.438972e+06 41.077983
41 Finland 2012 223088.00 5.413971e+06 41.205984
42 Finland 2011 222754.00 5.388272e+06 41.340526
43 Finland 2010 222420.00 5.363352e+06 41.470334
44 Germany 2020 114190.00 8.316087e+07 1.373122
45 Germany 2019 114190.00 8.309296e+07 1.374244
46 Germany 2018 114190.00 8.290578e+07 1.377347
47 Germany 2017 114190.00 8.265700e+07 1.381492
48 Germany 2016 114190.00 8.234867e+07 1.386665
49 Germany 2015 114190.00 8.168661e+07 1.397904
50 Germany 2014 114170.00 8.098250e+07 1.409811
51 Germany 2013 114150.00 8.064560e+07 1.415452
52 Germany 2012 114130.00 8.042582e+07 1.419072
53 Germany 2011 114110.00 8.027498e+07 1.421489
54 Germany 2010 114090.00 8.177693e+07 1.395137
55 India 2020 721600.00 1.396387e+09 0.516762
56 India 2019 718936.00 1.383112e+09 0.519796
57 India 2018 716272.00 1.369003e+09 0.523207
58 India 2017 713608.00 1.354196e+09 0.526961
59 India 2016 710944.00 1.338636e+09 0.531096
60 India 2015 708280.00 1.322867e+09 0.535413
61 India 2014 705616.00 1.307247e+09 0.539773
62 India 2013 702952.00 1.291132e+09 0.544446
63 India 2012 700288.00 1.274487e+09 0.549466
64 India 2011 697624.00 1.257621e+09 0.554717
65 India 2010 694960.00 1.240614e+09 0.560174
66 Israel 2020 1400.00 9.215100e+06 0.151925
67 Israel 2019 1400.00 9.054000e+06 0.154628
68 Israel 2018 1400.00 8.882800e+06 0.157608
69 Israel 2017 1400.00 8.713300e+06 0.160674
70 Israel 2016 1400.00 8.546000e+06 0.163819
71 Israel 2015 1650.00 8.380100e+06 0.196895
72 Israel 2014 1628.00 8.215700e+06 0.198157
73 Israel 2013 1606.00 8.059500e+06 0.199268
74 Israel 2012 1584.00 7.910500e+06 0.200240
75 Israel 2011 1562.00 7.765800e+06 0.201138
76 Israel 2010 1540.00 7.623600e+06 0.202004
77 New Zealand 2020 98925.90 5.090200e+06 19.434580
78 New Zealand 2019 98655.20 4.979200e+06 19.813464
79 New Zealand 2018 98551.50 4.900600e+06 20.110089
80 New Zealand 2017 98508.50 4.813600e+06 20.464621
81 New Zealand 2016 98467.50 4.714100e+06 20.887868
82 New Zealand 2015 98466.10 4.609400e+06 21.362021
83 New Zealand 2014 98469.12 4.516500e+06 21.802086
84 New Zealand 2013 98472.14 4.442100e+06 22.167925
85 New Zealand 2012 98475.16 4.408100e+06 22.339593
86 New Zealand 2011 98478.18 4.384000e+06 22.463089
87 New Zealand 2010 98481.20 4.350700e+06 22.635714
88 South Africa 2020 170500.90 5.880193e+07 2.899580
89 South Africa 2019 170864.90 5.808706e+07 2.941531
90 South Africa 2018 171228.90 5.733964e+07 2.986222
91 South Africa 2017 171592.90 5.664121e+07 3.029471
92 South Africa 2016 171956.90 5.642227e+07 3.047678
93 South Africa 2015 172320.90 5.587650e+07 3.083960
94 South Africa 2014 172684.90 5.472955e+07 3.155241
95 South Africa 2013 173048.90 5.387362e+07 3.212127
96 South Africa 2012 173412.90 5.314503e+07 3.263012
97 South Africa 2011 173776.90 5.244332e+07 3.313613
98 South Africa 2010 174140.90 5.178492e+07 3.362772
99 United States 2020 3097950.00 3.315115e+08 9.344924
100 United States 2019 3097950.00 3.283300e+08 9.435478
101 United States 2018 3097950.00 3.268382e+08 9.478543
102 United States 2017 3097950.00 3.251221e+08 9.528573
103 United States 2016 3100950.00 3.230718e+08 9.598332
104 United States 2015 3100950.00 3.207390e+08 9.668142
105 United States 2014 3098200.00 3.183863e+08 9.730945
106 United States 2013 3095450.00 3.160599e+08 9.793870
107 United States 2012 3092700.00 3.138777e+08 9.853202
108 United States 2011 3089950.00 3.115835e+08 9.916925
109 United States 2010 3087200.00 3.093271e+08 9.980372
In [92]:
merged_data['year'] = merged_data['year'].astype(int)
sns.set(style="ticks")
plt.figure(figsize=(14, 8))
sns.lineplot(data=merged_data, x='year', y='Forest_Area_per_capita', hue='Country_name', marker=None)
plt.title('Forest Area per Capita (2010-2020)',fontsize=20)
plt.xlabel('Year')
plt.ylabel('Forest Area per Capita')
plt.legend(title='Country', loc='center right', bbox_to_anchor=(1.25, 0.5), frameon=False)
plt.tick_params(top=False, right=False)
sns.despine()
plt.show()

From above chart, we can find that:¶

  • Australia has the highest forest area per capita and has clearly drease from 2010 to 2020. As the total forest area of Australia does not change, so this is mainly caused by the population increase from 2010 to 2020.
  • Finland is not a big country, but its forest area per capita is ranking number 2, Brazil and New Zealand is ranking number 3 and 4 with some decrease. The reason for Brazil is the total forest area decrease. For New Zealand, the reason is similar as Australia with population increase.
  • Other countries are relatively stable for this part.

2.5 Happiness Indicator¶

In [93]:
countries_to_plot = ["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"]
plt.figure(figsize=(14, 8))
for country in countries_to_plot:
    country_data = happiness[(happiness['Country_name'] == country) & 
                             (happiness['year'].between(2010, 2020))]
    plt.plot(country_data['year'], country_data['Life_ladder'], label=country)
plt.xlabel('Year')
plt.ylabel('Life Ladder')
plt.title('Life Ladder Scores (2010-2020)',fontsize=20)
plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')
sns.despine()
plt.tight_layout()
plt.show()

From above chart, we can find that:¶

  • Finland is now the happiest country, while in 2010 is Australia of the 10 countries.
  • Brazil has decreased in this area from 2010 to 2020, while China has increased at the same time period .
  • South Africa had big decrease in 2013 but after that was increasing back to past level. Indian kept on decreasing before 2019 and increased in 2020.
In [94]:
worldbank_population['year'] = worldbank_population['year'].astype(int)

countries_to_plot = ["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"]
plt.figure(figsize=(14, 8))
for country in countries_to_plot:
    country_data = worldbank_population[(worldbank_population['Country_name'] == country) & 
                                        (worldbank_population['year'].between(2010, 2020))]
    plt.plot(country_data['year'], country_data['Population'], label=country)
plt.xlabel('Year')
plt.ylabel('Population')
plt.title('Population (2010-2020)',fontsize=20)
plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')
sns.despine()
plt.tight_layout()
plt.show()

Population is mainly used to calculate the forest area per capita. From above chart, we can find that:¶

  • Indian and China as big countries have also big increase of population. The increase rate of Indian is bigger.
  • Other countries are hard to check on this chart. But if we check the original data, we can find that the population of Australia and New Zealand was keeping on increase from 2010 to 2020 as imigrant countries.

From above EDA and primary study we are more clear about the status of each parameter to have overall impressions.¶

3. Data Integration¶

3.1 Filter out the data of 10 selected countries from 2010 to 2020, and check data type¶

In [95]:
filtered_energy2010to2020 = energy2010to2020[(energy2010to2020['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (energy2010to2020['year'].between(2010, 2020))]
filtered_energy2010to2020
Out[95]:
Country_name year Energy_consumption_per_capita
2 United States 2010 300.7
4 Brazil 2010 56.0
14 Finland 2010 242.8
16 Germany 2010 169.6
39 Israel 2010 135.0
48 Australia 2010 240.5
50 China 2010 76.2
51 India 2010 18.2
55 New Zealand 2010 188.9
63 South Africa 2010 102.7
66 United States 2011 295.4
68 Brazil 2011 58.0
78 Finland 2011 225.8
80 Germany 2011 163.3
103 Israel 2011 135.6
112 Australia 2011 243.3
114 China 2011 81.8
115 India 2011 19.0
119 New Zealand 2011 187.9
127 South Africa 2011 99.9
130 United States 2012 285.4
132 Brazil 2012 58.5
142 Finland 2012 218.5
144 Germany 2012 165.1
167 Israel 2012 139.3
176 Australia 2012 236.5
178 China 2012 84.6
179 India 2012 19.8
183 New Zealand 2012 187.1
191 South Africa 2012 96.9
194 United States 2013 290.9
196 Brazil 2013 60.2
206 Finland 2013 218.8
208 Germany 2013 169.3
231 Israel 2013 127.3
240 Australia 2013 235.9
242 China 2013 87.2
243 India 2013 20.3
247 New Zealand 2013 186.2
255 South Africa 2013 95.7
258 United States 2014 291.8
260 Brazil 2014 61.1
270 Finland 2014 210.1
272 Germany 2014 161.6
295 Israel 2014 123.2
304 Australia 2014 234.8
306 China 2014 89.2
307 India 2014 21.4
311 New Zealand 2014 192.6
319 South Africa 2014 95.3
322 United States 2015 287.0
324 Brazil 2015 59.7
334 Finland 2015 207.9
336 Germany 2015 163.8
359 Israel 2015 128.0
368 Australia 2015 237.0
370 China 2015 89.9
371 India 2015 21.9
375 New Zealand 2015 192.3
383 South Africa 2015 91.9
386 United States 2016 284.7
388 Brazil 2016 57.7
398 Finland 2016 210.9
400 Germany 2016 165.7
423 Israel 2016 128.1
432 Australia 2016 234.8
434 China 2016 91.0
435 India 2016 22.6
439 New Zealand 2016 191.7
447 South Africa 2016 94.8
450 United States 2017 283.8
452 Brazil 2017 57.9
462 Finland 2017 205.7
464 Germany 2017 166.7
487 Israel 2017 131.7
496 Australia 2017 230.5
498 China 2017 93.5
499 India 2017 23.3
503 New Zealand 2017 193.2
511 South Africa 2017 92.9
514 United States 2018 292.4
516 Brazil 2018 57.8
526 Finland 2018 209.5
528 Germany 2018 161.6
551 Israel 2018 129.9
560 Australia 2018 228.8
562 China 2018 96.4
563 India 2018 24.5
567 New Zealand 2018 191.1
575 South Africa 2018 88.2
578 United States 2019 288.4
580 Brazil 2019 58.9
590 Finland 2019 203.4
592 Germany 2019 156.3
615 Israel 2019 132.5
624 Australia 2019 233.2
626 China 2019 99.1
627 India 2019 24.8
631 New Zealand 2019 194.4
639 South Africa 2019 88.9
642 United States 2020 265.2
644 Brazil 2020 56.5
654 Finland 2020 197.9
656 Germany 2020 144.6
679 Israel 2020 121.0
688 Australia 2020 218.4
690 China 2020 101.1
691 India 2020 23.2
695 New Zealand 2020 174.3
703 South Africa 2020 82.7
In [96]:
print(filtered_energy2010to2020.dtypes)
Country_name                      object
year                               int32
Energy_consumption_per_capita    float64
dtype: object
In [97]:
filtered_worldbank_gdp = worldbank_gdp[(worldbank_gdp['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (worldbank_gdp['year'].between(2010, 2020))]
filtered_worldbank_gdp = filtered_worldbank_gdp[['Country_name', 'year', 'GDP_per_capita']]
filtered_worldbank_gdp
Out[97]:
Country_name year GDP_per_capita
649 Australia 2020 51868.247557
650 Australia 2019 55049.571920
651 Australia 2018 57273.520475
652 Australia 2017 53954.553495
653 Australia 2016 49918.793933
654 Australia 2015 56758.869203
655 Australia 2014 62558.243879
656 Australia 2013 68198.419345
657 Australia 2012 68078.044228
658 Australia 2011 62609.660716
659 Australia 2010 52147.024194
825 Brazil 2020 6923.699912
826 Brazil 2019 8845.324149
827 Brazil 2018 9121.020995
828 Brazil 2017 9896.718895
829 Brazil 2016 8680.736469
830 Brazil 2015 8783.215424
831 Brazil 2014 12071.404464
832 Brazil 2013 12258.565709
833 Brazil 2012 12327.513101
834 Brazil 2011 13200.556235
835 Brazil 2010 11249.291890
990 China 2020 10408.719554
991 China 2019 10143.860221
992 China 2018 9905.406383
993 China 2017 8817.045608
994 China 2016 8094.390167
995 China 2015 8016.445595
996 China 2014 7636.074340
997 China 2013 7020.386074
998 China 2012 6300.582180
999 China 2011 5614.386022
1000 China 2010 4550.473944
1276 Finland 2020 49169.719339
1277 Finland 2019 48629.858228
1278 Finland 2018 49987.626158
1279 Finland 2017 46412.136478
1280 Finland 2016 43814.026506
1281 Finland 2015 42801.908117
1282 Finland 2014 50327.240290
1283 Finland 2013 49892.223363
1284 Finland 2012 47708.061278
1285 Finland 2011 51148.931637
1286 Finland 2010 46505.303179
1342 Germany 2020 46749.476228
1343 Germany 2019 46805.138433
1344 Germany 2018 47939.278288
1345 Germany 2017 44652.589172
1346 Germany 2016 42136.120791
1347 Germany 2015 41103.256436
1348 Germany 2014 48023.869985
1349 Germany 2013 46298.922918
1350 Germany 2012 43855.854466
1351 Germany 2011 46705.895796
1352 Germany 2010 41572.455948
1518 India 2020 1913.219733
1519 India 2019 2050.163800
1520 India 2018 1974.377731
1521 India 2017 1957.969813
1522 India 2016 1714.279537
1523 India 2015 1590.174331
1524 India 2014 1559.863779
1525 India 2013 1438.057005
1526 India 2012 1434.017987
1527 India 2011 1449.603301
1528 India 2010 1350.634470
1584 Israel 2020 44846.791595
1585 Israel 2019 44452.232562
1586 Israel 2018 42406.845426
1587 Israel 2017 41114.781708
1588 Israel 2016 37690.473951
1589 Israel 2015 36206.522217
1590 Israel 2014 38259.681096
1591 Israel 2013 36941.842357
1592 Israel 2012 33156.228316
1593 Israel 2011 34354.716118
1594 Israel 2010 31266.605317
2090 New Zealand 2020 41760.594784
2091 New Zealand 2019 42796.430582
2092 New Zealand 2018 43236.886692
2093 New Zealand 2017 42910.972836
2094 New Zealand 2016 40058.196162
2095 New Zealand 2015 38630.726589
2096 New Zealand 2014 44572.898754
2097 New Zealand 2013 42976.649588
2098 New Zealand 2012 39973.380759
2099 New Zealand 2011 38387.627078
2100 New Zealand 2010 33676.774124
2486 South Africa 2020 5753.066494
2487 South Africa 2019 6702.526617
2488 South Africa 2018 7067.724165
2489 South Africa 2017 6734.475153
2490 South Africa 2016 5735.066787
2491 South Africa 2015 6204.929901
2492 South Africa 2014 6965.137897
2493 South Africa 2013 7441.230854
2494 South Africa 2012 8173.869138
2495 South Africa 2011 8737.041269
2496 South Africa 2010 8059.562798
2805 United States 2020 63528.634303
2806 United States 2019 65120.394663
2807 United States 2018 62823.309438
2808 United States 2017 59907.754261
2809 United States 2016 57866.744934
2810 United States 2015 56762.729452
2811 United States 2014 55123.849787
2812 United States 2013 53291.127689
2813 United States 2012 51784.418574
2814 United States 2011 50065.966504
2815 United States 2010 48650.643128
In [98]:
print(filtered_worldbank_gdp.dtypes)
Country_name       object
year                int32
GDP_per_capita    float64
dtype: object
In [99]:
filtered_worldbank_CO2 = worldbank_CO2[(worldbank_CO2['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (worldbank_CO2['year'].between(2010, 2020))]
filtered_worldbank_CO2 = filtered_worldbank_CO2[['Country_name', 'year', 'CO2_per_capita']]
filtered_worldbank_CO2
Out[99]:
Country_name year CO2_per_capita
649 Australia 2020 14.776137
650 Australia 2019 15.599045
651 Australia 2018 15.865714
652 Australia 2017 16.149150
653 Australia 2016 16.320331
654 Australia 2015 16.198458
655 Australia 2014 16.155745
656 Australia 2013 16.794588
657 Australia 2012 17.405618
658 Australia 2011 17.656055
659 Australia 2010 17.973752
825 Brazil 2020 1.942523
826 Brazil 2019 2.050770
827 Brazil 2018 2.064261
828 Brazil 2017 2.185487
829 Brazil 2016 2.161260
830 Brazil 2015 2.365361
831 Brazil 2014 2.514592
832 Brazil 2013 2.413447
833 Brazil 2012 2.271418
834 Brazil 2011 2.110628
835 Brazil 2010 2.026606
990 China 2020 7.756138
991 China 2019 7.645436
992 China 2018 7.533193
993 China 2017 7.226160
994 China 2016 7.105480
995 China 2015 7.145132
996 China 2014 7.304713
997 China 2013 7.320155
998 China 2012 7.045200
999 China 2011 6.901347
1000 China 2010 6.335420
1276 Finland 2020 6.570145
1277 Finland 2019 7.423040
1278 Finland 2018 8.049188
1279 Finland 2017 7.809319
1280 Finland 2016 8.316248
1281 Finland 2015 7.813698
1282 Finland 2014 8.452183
1283 Finland 2013 9.228086
1284 Finland 2012 9.126037
1285 Finland 2011 10.230256
1286 Finland 2010 11.658082
1342 Germany 2020 7.255221
1343 Germany 2019 7.927188
1344 Germany 2018 8.537043
1345 Germany 2017 8.858345
1346 Germany 2016 9.072972
1347 Germany 2015 9.087345
1348 Germany 2014 9.088528
1349 Germany 2013 9.624229
1350 Germany 2012 9.451289
1351 Germany 2011 9.299003
1352 Germany 2010 9.453389
1518 India 2020 1.576093
1519 India 2019 1.752534
1520 India 2018 1.795595
1521 India 2017 1.704927
1522 India 2016 1.639914
1523 India 2015 1.631323
1524 India 2014 1.642465
1525 India 2013 1.527674
1526 India 2012 1.498204
1527 India 2011 1.396878
1528 India 2010 1.338034
1584 Israel 2020 6.345216
1585 Israel 2019 6.935752
1586 Israel 2018 6.914993
1587 Israel 2017 7.563874
1588 Israel 2016 7.633162
1589 Israel 2015 7.913354
1590 Israel 2014 7.877332
1591 Israel 2013 8.313481
1592 Israel 2012 9.615473
1593 Israel 2011 8.991063
1594 Israel 2010 9.250262
2090 New Zealand 2020 6.160799
2091 New Zealand 2019 6.830053
2092 New Zealand 2018 6.613272
2093 New Zealand 2017 6.840494
2094 New Zealand 2016 6.615409
2095 New Zealand 2015 7.003341
2096 New Zealand 2014 7.078645
2097 New Zealand 2013 7.178024
2098 New Zealand 2012 7.283728
2099 New Zealand 2011 6.909352
2100 New Zealand 2010 7.136622
2486 South Africa 2020 6.687563
2487 South Africa 2019 7.688908
2488 South Africa 2018 7.667377
2489 South Africa 2017 7.683708
2490 South Africa 2016 7.544590
2491 South Africa 2015 7.607189
2492 South Africa 2014 8.191153
2493 South Africa 2013 8.116435
2494 South Africa 2012 8.034649
2495 South Africa 2011 7.808054
2496 South Africa 2010 8.217612
2805 United States 2020 13.032828
2806 United States 2019 14.673381
2807 United States 2018 15.222518
2808 United States 2017 14.823245
2809 United States 2016 15.149883
2810 United States 2015 15.560015
2811 United States 2014 16.040917
2812 United States 2013 16.111175
2813 United States 2012 15.789760
2814 United States 2011 16.604190
2815 United States 2010 17.431737
In [100]:
print(filtered_worldbank_CO2.dtypes)
Country_name       object
year                int32
CO2_per_capita    float64
dtype: object
In [101]:
filtered_worldbank_forest = worldbank_forest[(worldbank_forest['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (worldbank_forest['year'].between(2010, 2020))]
filtered_worldbank_forest = filtered_worldbank_forest[['Country_name', 'year', 'ForestArea']]
filtered_worldbank_forest
Out[101]:
Country_name year ForestArea
649 Australia 2020 1340051.00
650 Australia 2019 1340051.00
651 Australia 2018 1340051.00
652 Australia 2017 1340174.00
653 Australia 2016 1340372.00
654 Australia 2015 1330945.00
655 Australia 2014 1323848.20
656 Australia 2013 1316751.40
657 Australia 2012 1309654.60
658 Australia 2011 1302557.80
659 Australia 2010 1295461.00
825 Brazil 2020 4966196.00
826 Brazil 2019 4977985.00
827 Brazil 2018 4990514.00
828 Brazil 2017 5000916.00
829 Brazil 2016 5020821.00
830 Brazil 2015 5038848.00
831 Brazil 2014 5054239.80
832 Brazil 2013 5069631.60
833 Brazil 2012 5085023.40
834 Brazil 2011 5100415.20
835 Brazil 2010 5115807.00
990 China 2020 2199781.80
991 China 2019 2180986.10
992 China 2018 2162190.40
993 China 2017 2143394.70
994 China 2016 2124598.67
995 China 2015 2102942.50
996 China 2014 2083574.76
997 China 2013 2064207.02
998 China 2012 2044839.28
999 China 2011 2025471.54
1000 China 2010 2006103.80
1276 Finland 2020 224090.00
1277 Finland 2019 224090.00
1278 Finland 2018 224090.00
1279 Finland 2017 224090.00
1280 Finland 2016 224090.00
1281 Finland 2015 224090.00
1282 Finland 2014 223756.00
1283 Finland 2013 223422.00
1284 Finland 2012 223088.00
1285 Finland 2011 222754.00
1286 Finland 2010 222420.00
1342 Germany 2020 114190.00
1343 Germany 2019 114190.00
1344 Germany 2018 114190.00
1345 Germany 2017 114190.00
1346 Germany 2016 114190.00
1347 Germany 2015 114190.00
1348 Germany 2014 114170.00
1349 Germany 2013 114150.00
1350 Germany 2012 114130.00
1351 Germany 2011 114110.00
1352 Germany 2010 114090.00
1518 India 2020 721600.00
1519 India 2019 718936.00
1520 India 2018 716272.00
1521 India 2017 713608.00
1522 India 2016 710944.00
1523 India 2015 708280.00
1524 India 2014 705616.00
1525 India 2013 702952.00
1526 India 2012 700288.00
1527 India 2011 697624.00
1528 India 2010 694960.00
1584 Israel 2020 1400.00
1585 Israel 2019 1400.00
1586 Israel 2018 1400.00
1587 Israel 2017 1400.00
1588 Israel 2016 1400.00
1589 Israel 2015 1650.00
1590 Israel 2014 1628.00
1591 Israel 2013 1606.00
1592 Israel 2012 1584.00
1593 Israel 2011 1562.00
1594 Israel 2010 1540.00
2090 New Zealand 2020 98925.90
2091 New Zealand 2019 98655.20
2092 New Zealand 2018 98551.50
2093 New Zealand 2017 98508.50
2094 New Zealand 2016 98467.50
2095 New Zealand 2015 98466.10
2096 New Zealand 2014 98469.12
2097 New Zealand 2013 98472.14
2098 New Zealand 2012 98475.16
2099 New Zealand 2011 98478.18
2100 New Zealand 2010 98481.20
2486 South Africa 2020 170500.90
2487 South Africa 2019 170864.90
2488 South Africa 2018 171228.90
2489 South Africa 2017 171592.90
2490 South Africa 2016 171956.90
2491 South Africa 2015 172320.90
2492 South Africa 2014 172684.90
2493 South Africa 2013 173048.90
2494 South Africa 2012 173412.90
2495 South Africa 2011 173776.90
2496 South Africa 2010 174140.90
2805 United States 2020 3097950.00
2806 United States 2019 3097950.00
2807 United States 2018 3097950.00
2808 United States 2017 3097950.00
2809 United States 2016 3100950.00
2810 United States 2015 3100950.00
2811 United States 2014 3098200.00
2812 United States 2013 3095450.00
2813 United States 2012 3092700.00
2814 United States 2011 3089950.00
2815 United States 2010 3087200.00
In [102]:
print(filtered_worldbank_forest.dtypes)
Country_name     object
year              int32
ForestArea      float64
dtype: object
In [103]:
filtered_happiness = happiness[(happiness['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (happiness['year'].between(2010, 2020))]
filtered_happiness = filtered_happiness[['Country_name', 'year', 'Life_ladder']]
filtered_happiness['year'] = filtered_happiness['year'].astype('int32')
print(filtered_happiness)
       Country_name  year  Life_ladder
69        Australia  2010     7.450047
70        Australia  2011     7.405616
71        Australia  2012     7.195586
72        Australia  2013     7.364169
73        Australia  2014     7.288550
74        Australia  2015     7.309061
75        Australia  2016     7.250080
76        Australia  2017     7.257038
77        Australia  2018     7.176993
78        Australia  2019     7.233995
79        Australia  2020     7.137368
222          Brazil  2010     6.837331
223          Brazil  2011     7.037817
224          Brazil  2012     6.660004
225          Brazil  2013     7.140283
226          Brazil  2014     6.980999
227          Brazil  2015     6.546897
228          Brazil  2016     6.374817
229          Brazil  2017     6.332929
230          Brazil  2018     6.190922
231          Brazil  2019     6.451149
232          Brazil  2020     6.109718
346           China  2010     4.652737
347           China  2011     5.037208
348           China  2012     5.094917
349           China  2013     5.241090
350           China  2014     5.195619
351           China  2015     5.303878
352           China  2016     5.324956
353           China  2017     5.099061
354           China  2018     5.131434
355           China  2019     5.144120
356           China  2020     5.771065
553         Finland  2010     7.393264
554         Finland  2011     7.354225
555         Finland  2012     7.420209
556         Finland  2013     7.444636
557         Finland  2014     7.384571
558         Finland  2015     7.447926
559         Finland  2016     7.659843
560         Finland  2017     7.788252
561         Finland  2018     7.858107
562         Finland  2019     7.780348
563         Finland  2020     7.889350
610         Germany  2010     6.724531
611         Germany  2011     6.621312
612         Germany  2012     6.702362
613         Germany  2013     6.965125
614         Germany  2014     6.984214
615         Germany  2015     7.037138
616         Germany  2016     6.873763
617         Germany  2017     7.074325
618         Germany  2018     7.118364
619         Germany  2019     7.035472
620         Germany  2020     7.311898
736           India  2010     4.989277
737           India  2011     4.634871
738           India  2012     4.720147
739           India  2013     4.427789
740           India  2014     4.424379
741           India  2015     4.342079
742           India  2016     4.179177
743           India  2017     4.046111
744           India  2018     3.818069
745           India  2019     3.248770
746           India  2020     4.225281
804          Israel  2010     7.358916
805          Israel  2011     7.433148
806          Israel  2012     7.110855
807          Israel  2013     7.320563
808          Israel  2014     7.400570
809          Israel  2015     7.079411
810          Israel  2016     7.159011
811          Israel  2017     7.331036
812          Israel  2018     6.927179
813          Israel  2019     7.331780
814          Israel  2020     7.194928
1228    New Zealand  2010     7.223756
1229    New Zealand  2011     7.190638
1230    New Zealand  2012     7.249630
1231    New Zealand  2013     7.280152
1232    New Zealand  2014     7.305892
1233    New Zealand  2015     7.418121
1234    New Zealand  2016     7.225688
1235    New Zealand  2017     7.327183
1236    New Zealand  2018     7.370286
1237    New Zealand  2019     7.205174
1238    New Zealand  2020     7.257382
1570   South Africa  2010     4.652429
1571   South Africa  2011     4.930511
1572   South Africa  2012     5.133888
1573   South Africa  2013     3.660727
1574   South Africa  2014     4.828456
1575   South Africa  2015     4.887326
1576   South Africa  2016     4.769740
1577   South Africa  2017     4.513655
1578   South Africa  2018     4.883922
1579   South Africa  2019     5.034863
1580   South Africa  2020     4.946801
1840  United States  2010     7.163616
1841  United States  2011     7.115139
1842  United States  2012     7.026227
1843  United States  2013     7.249285
1844  United States  2014     7.151114
1845  United States  2015     6.863947
1846  United States  2016     6.803600
1847  United States  2017     6.991759
1848  United States  2018     6.882685
1849  United States  2019     6.943701
1850  United States  2020     7.028088
In [104]:
print(filtered_happiness.dtypes)
Country_name     object
year              int32
Life_ladder     float64
dtype: object
In [105]:
filtered_worldbank_population = worldbank_population[(worldbank_population['Country_name'].isin(["Australia", "New Zealand", "United States", "Brazil", "Germany", 
                     "Finland", "South Africa", "Israel", "China", "India"])) &
                                 (worldbank_population['year'].between(2010, 2020))]
filtered_worldbank_population = filtered_worldbank_population[['Country_name', 'year', 'Population']]
filtered_worldbank_population
Out[105]:
Country_name year Population
649 Australia 2020 2.564925e+07
650 Australia 2019 2.533483e+07
651 Australia 2018 2.496326e+07
652 Australia 2017 2.459259e+07
653 Australia 2016 2.419091e+07
654 Australia 2015 2.381600e+07
655 Australia 2014 2.347569e+07
656 Australia 2013 2.312813e+07
657 Australia 2012 2.273346e+07
658 Australia 2011 2.234002e+07
659 Australia 2010 2.203175e+07
825 Brazil 2020 2.131963e+08
826 Brazil 2019 2.117829e+08
827 Brazil 2018 2.101666e+08
828 Brazil 2017 2.085050e+08
829 Brazil 2016 2.068596e+08
830 Brazil 2015 2.051882e+08
831 Brazil 2014 2.034596e+08
832 Brazil 2013 2.017218e+08
833 Brazil 2012 1.999777e+08
834 Brazil 2011 1.981853e+08
835 Brazil 2010 1.963535e+08
990 China 2020 1.411100e+09
991 China 2019 1.407745e+09
992 China 2018 1.402760e+09
993 China 2017 1.396215e+09
994 China 2016 1.387790e+09
995 China 2015 1.379860e+09
996 China 2014 1.371860e+09
997 China 2013 1.363240e+09
998 China 2012 1.354190e+09
999 China 2011 1.345035e+09
1000 China 2010 1.337705e+09
1276 Finland 2020 5.529543e+06
1277 Finland 2019 5.521606e+06
1278 Finland 2018 5.515525e+06
1279 Finland 2017 5.508214e+06
1280 Finland 2016 5.495303e+06
1281 Finland 2015 5.479531e+06
1282 Finland 2014 5.461512e+06
1283 Finland 2013 5.438972e+06
1284 Finland 2012 5.413971e+06
1285 Finland 2011 5.388272e+06
1286 Finland 2010 5.363352e+06
1342 Germany 2020 8.316087e+07
1343 Germany 2019 8.309296e+07
1344 Germany 2018 8.290578e+07
1345 Germany 2017 8.265700e+07
1346 Germany 2016 8.234867e+07
1347 Germany 2015 8.168661e+07
1348 Germany 2014 8.098250e+07
1349 Germany 2013 8.064560e+07
1350 Germany 2012 8.042582e+07
1351 Germany 2011 8.027498e+07
1352 Germany 2010 8.177693e+07
1518 India 2020 1.396387e+09
1519 India 2019 1.383112e+09
1520 India 2018 1.369003e+09
1521 India 2017 1.354196e+09
1522 India 2016 1.338636e+09
1523 India 2015 1.322867e+09
1524 India 2014 1.307247e+09
1525 India 2013 1.291132e+09
1526 India 2012 1.274487e+09
1527 India 2011 1.257621e+09
1528 India 2010 1.240614e+09
1584 Israel 2020 9.215100e+06
1585 Israel 2019 9.054000e+06
1586 Israel 2018 8.882800e+06
1587 Israel 2017 8.713300e+06
1588 Israel 2016 8.546000e+06
1589 Israel 2015 8.380100e+06
1590 Israel 2014 8.215700e+06
1591 Israel 2013 8.059500e+06
1592 Israel 2012 7.910500e+06
1593 Israel 2011 7.765800e+06
1594 Israel 2010 7.623600e+06
2090 New Zealand 2020 5.090200e+06
2091 New Zealand 2019 4.979200e+06
2092 New Zealand 2018 4.900600e+06
2093 New Zealand 2017 4.813600e+06
2094 New Zealand 2016 4.714100e+06
2095 New Zealand 2015 4.609400e+06
2096 New Zealand 2014 4.516500e+06
2097 New Zealand 2013 4.442100e+06
2098 New Zealand 2012 4.408100e+06
2099 New Zealand 2011 4.384000e+06
2100 New Zealand 2010 4.350700e+06
2486 South Africa 2020 5.880193e+07
2487 South Africa 2019 5.808706e+07
2488 South Africa 2018 5.733964e+07
2489 South Africa 2017 5.664121e+07
2490 South Africa 2016 5.642227e+07
2491 South Africa 2015 5.587650e+07
2492 South Africa 2014 5.472955e+07
2493 South Africa 2013 5.387362e+07
2494 South Africa 2012 5.314503e+07
2495 South Africa 2011 5.244332e+07
2496 South Africa 2010 5.178492e+07
2805 United States 2020 3.315115e+08
2806 United States 2019 3.283300e+08
2807 United States 2018 3.268382e+08
2808 United States 2017 3.251221e+08
2809 United States 2016 3.230718e+08
2810 United States 2015 3.207390e+08
2811 United States 2014 3.183863e+08
2812 United States 2013 3.160599e+08
2813 United States 2012 3.138777e+08
2814 United States 2011 3.115835e+08
2815 United States 2010 3.093271e+08
In [106]:
print(filtered_worldbank_population.dtypes)
Country_name     object
year              int32
Population      float64
dtype: object

3.2 Merge the data into one data set¶

In [107]:
merged_data = pd.merge(filtered_energy2010to2020, filtered_worldbank_gdp,on=['Country_name', 'year'])
merged_data = pd.merge(merged_data, filtered_worldbank_CO2,on=['Country_name', 'year'])
merged_data = pd.merge(merged_data, filtered_worldbank_forest, on=['Country_name', 'year'])
merged_data = pd.merge(merged_data, filtered_happiness, on=['Country_name', 'year'])
merged_data = pd.merge(merged_data, filtered_worldbank_population, on=['Country_name', 'year'])
merged_data 
Out[107]:
Country_name year Energy_consumption_per_capita GDP_per_capita CO2_per_capita ForestArea Life_ladder Population
0 United States 2010 300.7 48650.643128 17.431737 3087200.00 7.163616 3.093271e+08
1 Brazil 2010 56.0 11249.291890 2.026606 5115807.00 6.837331 1.963535e+08
2 Finland 2010 242.8 46505.303179 11.658082 222420.00 7.393264 5.363352e+06
3 Germany 2010 169.6 41572.455948 9.453389 114090.00 6.724531 8.177693e+07
4 Israel 2010 135.0 31266.605317 9.250262 1540.00 7.358916 7.623600e+06
5 Australia 2010 240.5 52147.024194 17.973752 1295461.00 7.450047 2.203175e+07
6 China 2010 76.2 4550.473944 6.335420 2006103.80 4.652737 1.337705e+09
7 India 2010 18.2 1350.634470 1.338034 694960.00 4.989277 1.240614e+09
8 New Zealand 2010 188.9 33676.774124 7.136622 98481.20 7.223756 4.350700e+06
9 South Africa 2010 102.7 8059.562798 8.217612 174140.90 4.652429 5.178492e+07
10 United States 2011 295.4 50065.966504 16.604190 3089950.00 7.115139 3.115835e+08
11 Brazil 2011 58.0 13200.556235 2.110628 5100415.20 7.037817 1.981853e+08
12 Finland 2011 225.8 51148.931637 10.230256 222754.00 7.354225 5.388272e+06
13 Germany 2011 163.3 46705.895796 9.299003 114110.00 6.621312 8.027498e+07
14 Israel 2011 135.6 34354.716118 8.991063 1562.00 7.433148 7.765800e+06
15 Australia 2011 243.3 62609.660716 17.656055 1302557.80 7.405616 2.234002e+07
16 China 2011 81.8 5614.386022 6.901347 2025471.54 5.037208 1.345035e+09
17 India 2011 19.0 1449.603301 1.396878 697624.00 4.634871 1.257621e+09
18 New Zealand 2011 187.9 38387.627078 6.909352 98478.18 7.190638 4.384000e+06
19 South Africa 2011 99.9 8737.041269 7.808054 173776.90 4.930511 5.244332e+07
20 United States 2012 285.4 51784.418574 15.789760 3092700.00 7.026227 3.138777e+08
21 Brazil 2012 58.5 12327.513101 2.271418 5085023.40 6.660004 1.999777e+08
22 Finland 2012 218.5 47708.061278 9.126037 223088.00 7.420209 5.413971e+06
23 Germany 2012 165.1 43855.854466 9.451289 114130.00 6.702362 8.042582e+07
24 Israel 2012 139.3 33156.228316 9.615473 1584.00 7.110855 7.910500e+06
25 Australia 2012 236.5 68078.044228 17.405618 1309654.60 7.195586 2.273346e+07
26 China 2012 84.6 6300.582180 7.045200 2044839.28 5.094917 1.354190e+09
27 India 2012 19.8 1434.017987 1.498204 700288.00 4.720147 1.274487e+09
28 New Zealand 2012 187.1 39973.380759 7.283728 98475.16 7.249630 4.408100e+06
29 South Africa 2012 96.9 8173.869138 8.034649 173412.90 5.133888 5.314503e+07
30 United States 2013 290.9 53291.127689 16.111175 3095450.00 7.249285 3.160599e+08
31 Brazil 2013 60.2 12258.565709 2.413447 5069631.60 7.140283 2.017218e+08
32 Finland 2013 218.8 49892.223363 9.228086 223422.00 7.444636 5.438972e+06
33 Germany 2013 169.3 46298.922918 9.624229 114150.00 6.965125 8.064560e+07
34 Israel 2013 127.3 36941.842357 8.313481 1606.00 7.320563 8.059500e+06
35 Australia 2013 235.9 68198.419345 16.794588 1316751.40 7.364169 2.312813e+07
36 China 2013 87.2 7020.386074 7.320155 2064207.02 5.241090 1.363240e+09
37 India 2013 20.3 1438.057005 1.527674 702952.00 4.427789 1.291132e+09
38 New Zealand 2013 186.2 42976.649588 7.178024 98472.14 7.280152 4.442100e+06
39 South Africa 2013 95.7 7441.230854 8.116435 173048.90 3.660727 5.387362e+07
40 United States 2014 291.8 55123.849787 16.040917 3098200.00 7.151114 3.183863e+08
41 Brazil 2014 61.1 12071.404464 2.514592 5054239.80 6.980999 2.034596e+08
42 Finland 2014 210.1 50327.240290 8.452183 223756.00 7.384571 5.461512e+06
43 Germany 2014 161.6 48023.869985 9.088528 114170.00 6.984214 8.098250e+07
44 Israel 2014 123.2 38259.681096 7.877332 1628.00 7.400570 8.215700e+06
45 Australia 2014 234.8 62558.243879 16.155745 1323848.20 7.288550 2.347569e+07
46 China 2014 89.2 7636.074340 7.304713 2083574.76 5.195619 1.371860e+09
47 India 2014 21.4 1559.863779 1.642465 705616.00 4.424379 1.307247e+09
48 New Zealand 2014 192.6 44572.898754 7.078645 98469.12 7.305892 4.516500e+06
49 South Africa 2014 95.3 6965.137897 8.191153 172684.90 4.828456 5.472955e+07
50 United States 2015 287.0 56762.729452 15.560015 3100950.00 6.863947 3.207390e+08
51 Brazil 2015 59.7 8783.215424 2.365361 5038848.00 6.546897 2.051882e+08
52 Finland 2015 207.9 42801.908117 7.813698 224090.00 7.447926 5.479531e+06
53 Germany 2015 163.8 41103.256436 9.087345 114190.00 7.037138 8.168661e+07
54 Israel 2015 128.0 36206.522217 7.913354 1650.00 7.079411 8.380100e+06
55 Australia 2015 237.0 56758.869203 16.198458 1330945.00 7.309061 2.381600e+07
56 China 2015 89.9 8016.445595 7.145132 2102942.50 5.303878 1.379860e+09
57 India 2015 21.9 1590.174331 1.631323 708280.00 4.342079 1.322867e+09
58 New Zealand 2015 192.3 38630.726589 7.003341 98466.10 7.418121 4.609400e+06
59 South Africa 2015 91.9 6204.929901 7.607189 172320.90 4.887326 5.587650e+07
60 United States 2016 284.7 57866.744934 15.149883 3100950.00 6.803600 3.230718e+08
61 Brazil 2016 57.7 8680.736469 2.161260 5020821.00 6.374817 2.068596e+08
62 Finland 2016 210.9 43814.026506 8.316248 224090.00 7.659843 5.495303e+06
63 Germany 2016 165.7 42136.120791 9.072972 114190.00 6.873763 8.234867e+07
64 Israel 2016 128.1 37690.473951 7.633162 1400.00 7.159011 8.546000e+06
65 Australia 2016 234.8 49918.793933 16.320331 1340372.00 7.250080 2.419091e+07
66 China 2016 91.0 8094.390167 7.105480 2124598.67 5.324956 1.387790e+09
67 India 2016 22.6 1714.279537 1.639914 710944.00 4.179177 1.338636e+09
68 New Zealand 2016 191.7 40058.196162 6.615409 98467.50 7.225688 4.714100e+06
69 South Africa 2016 94.8 5735.066787 7.544590 171956.90 4.769740 5.642227e+07
70 United States 2017 283.8 59907.754261 14.823245 3097950.00 6.991759 3.251221e+08
71 Brazil 2017 57.9 9896.718895 2.185487 5000916.00 6.332929 2.085050e+08
72 Finland 2017 205.7 46412.136478 7.809319 224090.00 7.788252 5.508214e+06
73 Germany 2017 166.7 44652.589172 8.858345 114190.00 7.074325 8.265700e+07
74 Israel 2017 131.7 41114.781708 7.563874 1400.00 7.331036 8.713300e+06
75 Australia 2017 230.5 53954.553495 16.149150 1340174.00 7.257038 2.459259e+07
76 China 2017 93.5 8817.045608 7.226160 2143394.70 5.099061 1.396215e+09
77 India 2017 23.3 1957.969813 1.704927 713608.00 4.046111 1.354196e+09
78 New Zealand 2017 193.2 42910.972836 6.840494 98508.50 7.327183 4.813600e+06
79 South Africa 2017 92.9 6734.475153 7.683708 171592.90 4.513655 5.664121e+07
80 United States 2018 292.4 62823.309438 15.222518 3097950.00 6.882685 3.268382e+08
81 Brazil 2018 57.8 9121.020995 2.064261 4990514.00 6.190922 2.101666e+08
82 Finland 2018 209.5 49987.626158 8.049188 224090.00 7.858107 5.515525e+06
83 Germany 2018 161.6 47939.278288 8.537043 114190.00 7.118364 8.290578e+07
84 Israel 2018 129.9 42406.845426 6.914993 1400.00 6.927179 8.882800e+06
85 Australia 2018 228.8 57273.520475 15.865714 1340051.00 7.176993 2.496326e+07
86 China 2018 96.4 9905.406383 7.533193 2162190.40 5.131434 1.402760e+09
87 India 2018 24.5 1974.377731 1.795595 716272.00 3.818069 1.369003e+09
88 New Zealand 2018 191.1 43236.886692 6.613272 98551.50 7.370286 4.900600e+06
89 South Africa 2018 88.2 7067.724165 7.667377 171228.90 4.883922 5.733964e+07
90 United States 2019 288.4 65120.394663 14.673381 3097950.00 6.943701 3.283300e+08
91 Brazil 2019 58.9 8845.324149 2.050770 4977985.00 6.451149 2.117829e+08
92 Finland 2019 203.4 48629.858228 7.423040 224090.00 7.780348 5.521606e+06
93 Germany 2019 156.3 46805.138433 7.927188 114190.00 7.035472 8.309296e+07
94 Israel 2019 132.5 44452.232562 6.935752 1400.00 7.331780 9.054000e+06
95 Australia 2019 233.2 55049.571920 15.599045 1340051.00 7.233995 2.533483e+07
96 China 2019 99.1 10143.860221 7.645436 2180986.10 5.144120 1.407745e+09
97 India 2019 24.8 2050.163800 1.752534 718936.00 3.248770 1.383112e+09
98 New Zealand 2019 194.4 42796.430582 6.830053 98655.20 7.205174 4.979200e+06
99 South Africa 2019 88.9 6702.526617 7.688908 170864.90 5.034863 5.808706e+07
100 United States 2020 265.2 63528.634303 13.032828 3097950.00 7.028088 3.315115e+08
101 Brazil 2020 56.5 6923.699912 1.942523 4966196.00 6.109718 2.131963e+08
102 Finland 2020 197.9 49169.719339 6.570145 224090.00 7.889350 5.529543e+06
103 Germany 2020 144.6 46749.476228 7.255221 114190.00 7.311898 8.316087e+07
104 Israel 2020 121.0 44846.791595 6.345216 1400.00 7.194928 9.215100e+06
105 Australia 2020 218.4 51868.247557 14.776137 1340051.00 7.137368 2.564925e+07
106 China 2020 101.1 10408.719554 7.756138 2199781.80 5.771065 1.411100e+09
107 India 2020 23.2 1913.219733 1.576093 721600.00 4.225281 1.396387e+09
108 New Zealand 2020 174.3 41760.594784 6.160799 98925.90 7.257382 5.090200e+06
109 South Africa 2020 82.7 5753.066494 6.687563 170500.90 4.946801 5.880193e+07
In [108]:
merged_data['GDP_per_capita'] = merged_data['GDP_per_capita']/1000
merged_data['Forest_Area_per_capita'] = merged_data['ForestArea']*1000/merged_data['Population']
merged_data.drop(columns=['ForestArea'], inplace=True)
merged_data
Out[108]:
Country_name year Energy_consumption_per_capita GDP_per_capita CO2_per_capita Life_ladder Population Forest_Area_per_capita
0 United States 2010 300.7 48.650643 17.431737 7.163616 3.093271e+08 9.980372
1 Brazil 2010 56.0 11.249292 2.026606 6.837331 1.963535e+08 26.054067
2 Finland 2010 242.8 46.505303 11.658082 7.393264 5.363352e+06 41.470334
3 Germany 2010 169.6 41.572456 9.453389 6.724531 8.177693e+07 1.395137
4 Israel 2010 135.0 31.266605 9.250262 7.358916 7.623600e+06 0.202004
5 Australia 2010 240.5 52.147024 17.973752 7.450047 2.203175e+07 58.799732
6 China 2010 76.2 4.550474 6.335420 4.652737 1.337705e+09 1.499661
7 India 2010 18.2 1.350634 1.338034 4.989277 1.240614e+09 0.560174
8 New Zealand 2010 188.9 33.676774 7.136622 7.223756 4.350700e+06 22.635714
9 South Africa 2010 102.7 8.059563 8.217612 4.652429 5.178492e+07 3.362772
10 United States 2011 295.4 50.065967 16.604190 7.115139 3.115835e+08 9.916925
11 Brazil 2011 58.0 13.200556 2.110628 7.037817 1.981853e+08 25.735588
12 Finland 2011 225.8 51.148932 10.230256 7.354225 5.388272e+06 41.340526
13 Germany 2011 163.3 46.705896 9.299003 6.621312 8.027498e+07 1.421489
14 Israel 2011 135.6 34.354716 8.991063 7.433148 7.765800e+06 0.201138
15 Australia 2011 243.3 62.609661 17.656055 7.405616 2.234002e+07 58.306016
16 China 2011 81.8 5.614386 6.901347 5.037208 1.345035e+09 1.505888
17 India 2011 19.0 1.449603 1.396878 4.634871 1.257621e+09 0.554717
18 New Zealand 2011 187.9 38.387627 6.909352 7.190638 4.384000e+06 22.463089
19 South Africa 2011 99.9 8.737041 7.808054 4.930511 5.244332e+07 3.313613
20 United States 2012 285.4 51.784419 15.789760 7.026227 3.138777e+08 9.853202
21 Brazil 2012 58.5 12.327513 2.271418 6.660004 1.999777e+08 25.427951
22 Finland 2012 218.5 47.708061 9.126037 7.420209 5.413971e+06 41.205984
23 Germany 2012 165.1 43.855854 9.451289 6.702362 8.042582e+07 1.419072
24 Israel 2012 139.3 33.156228 9.615473 7.110855 7.910500e+06 0.200240
25 Australia 2012 236.5 68.078044 17.405618 7.195586 2.273346e+07 57.609106
26 China 2012 84.6 6.300582 7.045200 5.094917 1.354190e+09 1.510009
27 India 2012 19.8 1.434018 1.498204 4.720147 1.274487e+09 0.549466
28 New Zealand 2012 187.1 39.973381 7.283728 7.249630 4.408100e+06 22.339593
29 South Africa 2012 96.9 8.173869 8.034649 5.133888 5.314503e+07 3.263012
30 United States 2013 290.9 53.291128 16.111175 7.249285 3.160599e+08 9.793870
31 Brazil 2013 60.2 12.258566 2.413447 7.140283 2.017218e+08 25.131802
32 Finland 2013 218.8 49.892223 9.228086 7.444636 5.438972e+06 41.077983
33 Germany 2013 169.3 46.298923 9.624229 6.965125 8.064560e+07 1.415452
34 Israel 2013 127.3 36.941842 8.313481 7.320563 8.059500e+06 0.199268
35 Australia 2013 235.9 68.198419 16.794588 7.364169 2.312813e+07 56.932898
36 China 2013 87.2 7.020386 7.320155 5.241090 1.363240e+09 1.514192
37 India 2013 20.3 1.438057 1.527674 4.427789 1.291132e+09 0.544446
38 New Zealand 2013 186.2 42.976650 7.178024 7.280152 4.442100e+06 22.167925
39 South Africa 2013 95.7 7.441231 8.116435 3.660727 5.387362e+07 3.212127
40 United States 2014 291.8 55.123850 16.040917 7.151114 3.183863e+08 9.730945
41 Brazil 2014 61.1 12.071404 2.514592 6.980999 2.034596e+08 24.841485
42 Finland 2014 210.1 50.327240 8.452183 7.384571 5.461512e+06 40.969607
43 Germany 2014 161.6 48.023870 9.088528 6.984214 8.098250e+07 1.409811
44 Israel 2014 123.2 38.259681 7.877332 7.400570 8.215700e+06 0.198157
45 Australia 2014 234.8 62.558244 16.155745 7.288550 2.347569e+07 56.392312
46 China 2014 89.2 7.636074 7.304713 5.195619 1.371860e+09 1.518795
47 India 2014 21.4 1.559864 1.642465 4.424379 1.307247e+09 0.539773
48 New Zealand 2014 192.6 44.572899 7.078645 7.305892 4.516500e+06 21.802086
49 South Africa 2014 95.3 6.965138 8.191153 4.828456 5.472955e+07 3.155241
50 United States 2015 287.0 56.762729 15.560015 6.863947 3.207390e+08 9.668142
51 Brazil 2015 59.7 8.783215 2.365361 6.546897 2.051882e+08 24.557201
52 Finland 2015 207.9 42.801908 7.813698 7.447926 5.479531e+06 40.895836
53 Germany 2015 163.8 41.103256 9.087345 7.037138 8.168661e+07 1.397904
54 Israel 2015 128.0 36.206522 7.913354 7.079411 8.380100e+06 0.196895
55 Australia 2015 237.0 56.758869 16.198458 7.309061 2.381600e+07 55.884501
56 China 2015 89.9 8.016446 7.145132 5.303878 1.379860e+09 1.524026
57 India 2015 21.9 1.590174 1.631323 4.342079 1.322867e+09 0.535413
58 New Zealand 2015 192.3 38.630727 7.003341 7.418121 4.609400e+06 21.362021
59 South Africa 2015 91.9 6.204930 7.607189 4.887326 5.587650e+07 3.083960
60 United States 2016 284.7 57.866745 15.149883 6.803600 3.230718e+08 9.598332
61 Brazil 2016 57.7 8.680736 2.161260 6.374817 2.068596e+08 24.271639
62 Finland 2016 210.9 43.814027 8.316248 7.659843 5.495303e+06 40.778461
63 Germany 2016 165.7 42.136121 9.072972 6.873763 8.234867e+07 1.386665
64 Israel 2016 128.1 37.690474 7.633162 7.159011 8.546000e+06 0.163819
65 Australia 2016 234.8 49.918794 16.320331 7.250080 2.419091e+07 55.408092
66 China 2016 91.0 8.094390 7.105480 5.324956 1.387790e+09 1.530922
67 India 2016 22.6 1.714280 1.639914 4.179177 1.338636e+09 0.531096
68 New Zealand 2016 191.7 40.058196 6.615409 7.225688 4.714100e+06 20.887868
69 South Africa 2016 94.8 5.735067 7.544590 4.769740 5.642227e+07 3.047678
70 United States 2017 283.8 59.907754 14.823245 6.991759 3.251221e+08 9.528573
71 Brazil 2017 57.9 9.896719 2.185487 6.332929 2.085050e+08 23.984638
72 Finland 2017 205.7 46.412136 7.809319 7.788252 5.508214e+06 40.682878
73 Germany 2017 166.7 44.652589 8.858345 7.074325 8.265700e+07 1.381492
74 Israel 2017 131.7 41.114782 7.563874 7.331036 8.713300e+06 0.160674
75 Australia 2017 230.5 53.954553 16.149150 7.257038 2.459259e+07 54.495037
76 China 2017 93.5 8.817046 7.226160 5.099061 1.396215e+09 1.535147
77 India 2017 23.3 1.957970 1.704927 4.046111 1.354196e+09 0.526961
78 New Zealand 2017 193.2 42.910973 6.840494 7.327183 4.813600e+06 20.464621
79 South Africa 2017 92.9 6.734475 7.683708 4.513655 5.664121e+07 3.029471
80 United States 2018 292.4 62.823309 15.222518 6.882685 3.268382e+08 9.478543
81 Brazil 2018 57.8 9.121021 2.064261 6.190922 2.101666e+08 23.745515
82 Finland 2018 209.5 49.987626 8.049188 7.858107 5.515525e+06 40.628952
83 Germany 2018 161.6 47.939278 8.537043 7.118364 8.290578e+07 1.377347
84 Israel 2018 129.9 42.406845 6.914993 6.927179 8.882800e+06 0.157608
85 Australia 2018 228.8 57.273520 15.865714 7.176993 2.496326e+07 53.680934
86 China 2018 96.4 9.905406 7.533193 5.131434 1.402760e+09 1.541383
87 India 2018 24.5 1.974378 1.795595 3.818069 1.369003e+09 0.523207
88 New Zealand 2018 191.1 43.236887 6.613272 7.370286 4.900600e+06 20.110089
89 South Africa 2018 88.2 7.067724 7.667377 4.883922 5.733964e+07 2.986222
90 United States 2019 288.4 65.120395 14.673381 6.943701 3.283300e+08 9.435478
91 Brazil 2019 58.9 8.845324 2.050770 6.451149 2.117829e+08 23.505134
92 Finland 2019 203.4 48.629858 7.423040 7.780348 5.521606e+06 40.584207
93 Germany 2019 156.3 46.805138 7.927188 7.035472 8.309296e+07 1.374244
94 Israel 2019 132.5 44.452233 6.935752 7.331780 9.054000e+06 0.154628
95 Australia 2019 233.2 55.049572 15.599045 7.233995 2.533483e+07 52.893633
96 China 2019 99.1 10.143860 7.645436 5.144120 1.407745e+09 1.549276
97 India 2019 24.8 2.050164 1.752534 3.248770 1.383112e+09 0.519796
98 New Zealand 2019 194.4 42.796431 6.830053 7.205174 4.979200e+06 19.813464
99 South Africa 2019 88.9 6.702527 7.688908 5.034863 5.808706e+07 2.941531
100 United States 2020 265.2 63.528634 13.032828 7.028088 3.315115e+08 9.344924
101 Brazil 2020 56.5 6.923700 1.942523 6.109718 2.131963e+08 23.294006
102 Finland 2020 197.9 49.169719 6.570145 7.889350 5.529543e+06 40.525953
103 Germany 2020 144.6 46.749476 7.255221 7.311898 8.316087e+07 1.373122
104 Israel 2020 121.0 44.846792 6.345216 7.194928 9.215100e+06 0.151925
105 Australia 2020 218.4 51.868248 14.776137 7.137368 2.564925e+07 52.245235
106 China 2020 101.1 10.408720 7.756138 5.771065 1.411100e+09 1.558913
107 India 2020 23.2 1.913220 1.576093 4.225281 1.396387e+09 0.516762
108 New Zealand 2020 174.3 41.760595 6.160799 7.257382 5.090200e+06 19.434580
109 South Africa 2020 82.7 5.753066 6.687563 4.946801 5.880193e+07 2.899580

Adjust the unit of GDP per capita and calculate the Forest area per capita for data analysis in next steps.

4. Data Persistence¶

In [109]:
from IPython.core.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
C:\Users\lpxue\AppData\Local\Temp\ipykernel_19860\3777615979.py:1: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display
  from IPython.core.display import display, HTML
In [110]:
import pandas as pd
import sqlite3
import numpy as np
import matplotlib
import matplotlib.pyplot as plt
from pylab import rcParams

rcParams['figure.figsize'] = 15, 10
rcParams['font.size'] = 20
rcParams['axes.facecolor'] = 'white'

%matplotlib inline
In [111]:
connection = sqlite3.connect('./datasets/mySQLiteDB.sl3')
cursor = connection.cursor()
In [112]:
%load_ext sql
The sql extension is already loaded. To reload it, use:
  %reload_ext sql
In [113]:
merged_data.head(1)
Out[113]:
Country_name year Energy_consumption_per_capita GDP_per_capita CO2_per_capita Life_ladder Population Forest_Area_per_capita
0 United States 2010 300.7 48.650643 17.431737 7.163616 309327143.0 9.980372
In [114]:
print (merged_data.info())
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 110 entries, 0 to 109
Data columns (total 8 columns):
 #   Column                         Non-Null Count  Dtype  
---  ------                         --------------  -----  
 0   Country_name                   110 non-null    object 
 1   year                           110 non-null    int32  
 2   Energy_consumption_per_capita  110 non-null    float64
 3   GDP_per_capita                 110 non-null    float64
 4   CO2_per_capita                 110 non-null    float64
 5   Life_ladder                    110 non-null    float64
 6   Population                     110 non-null    float64
 7   Forest_Area_per_capita         110 non-null    float64
dtypes: float64(6), int32(1), object(1)
memory usage: 6.6+ KB
None
In [115]:
cursor.execute('DROP TABLE IF EXISTS merged_data')

table = """
            CREATE TABLE merged_data (
        Country_name VARCHAR(20) NOT NULL,
        year INTEGER NOT NULL,
        Energy_consumption_per_capita NUMBER NOT NULL,
        GDP_per_capita NUMBER NOT NULL,
        CO2_per_capita NUMBER NOT NULL,
        Life_ladder NUMBER NOT NULL,
        Population NUMBER NOT NULL,
        Forest_Area_per_capita NUMBER NOT NULL);
            """
cursor.execute(table)
Out[115]:
<sqlite3.Cursor at 0x1a9b98e0440>
In [116]:
add_row_merged_data = """
                            INSERT INTO merged_data 
                            VALUES (?, ?, ?, ?, ?, ?, ?, ?)
                        """
In [117]:
merged_data
Out[117]:
Country_name year Energy_consumption_per_capita GDP_per_capita CO2_per_capita Life_ladder Population Forest_Area_per_capita
0 United States 2010 300.7 48.650643 17.431737 7.163616 3.093271e+08 9.980372
1 Brazil 2010 56.0 11.249292 2.026606 6.837331 1.963535e+08 26.054067
2 Finland 2010 242.8 46.505303 11.658082 7.393264 5.363352e+06 41.470334
3 Germany 2010 169.6 41.572456 9.453389 6.724531 8.177693e+07 1.395137
4 Israel 2010 135.0 31.266605 9.250262 7.358916 7.623600e+06 0.202004
5 Australia 2010 240.5 52.147024 17.973752 7.450047 2.203175e+07 58.799732
6 China 2010 76.2 4.550474 6.335420 4.652737 1.337705e+09 1.499661
7 India 2010 18.2 1.350634 1.338034 4.989277 1.240614e+09 0.560174
8 New Zealand 2010 188.9 33.676774 7.136622 7.223756 4.350700e+06 22.635714
9 South Africa 2010 102.7 8.059563 8.217612 4.652429 5.178492e+07 3.362772
10 United States 2011 295.4 50.065967 16.604190 7.115139 3.115835e+08 9.916925
11 Brazil 2011 58.0 13.200556 2.110628 7.037817 1.981853e+08 25.735588
12 Finland 2011 225.8 51.148932 10.230256 7.354225 5.388272e+06 41.340526
13 Germany 2011 163.3 46.705896 9.299003 6.621312 8.027498e+07 1.421489
14 Israel 2011 135.6 34.354716 8.991063 7.433148 7.765800e+06 0.201138
15 Australia 2011 243.3 62.609661 17.656055 7.405616 2.234002e+07 58.306016
16 China 2011 81.8 5.614386 6.901347 5.037208 1.345035e+09 1.505888
17 India 2011 19.0 1.449603 1.396878 4.634871 1.257621e+09 0.554717
18 New Zealand 2011 187.9 38.387627 6.909352 7.190638 4.384000e+06 22.463089
19 South Africa 2011 99.9 8.737041 7.808054 4.930511 5.244332e+07 3.313613
20 United States 2012 285.4 51.784419 15.789760 7.026227 3.138777e+08 9.853202
21 Brazil 2012 58.5 12.327513 2.271418 6.660004 1.999777e+08 25.427951
22 Finland 2012 218.5 47.708061 9.126037 7.420209 5.413971e+06 41.205984
23 Germany 2012 165.1 43.855854 9.451289 6.702362 8.042582e+07 1.419072
24 Israel 2012 139.3 33.156228 9.615473 7.110855 7.910500e+06 0.200240
25 Australia 2012 236.5 68.078044 17.405618 7.195586 2.273346e+07 57.609106
26 China 2012 84.6 6.300582 7.045200 5.094917 1.354190e+09 1.510009
27 India 2012 19.8 1.434018 1.498204 4.720147 1.274487e+09 0.549466
28 New Zealand 2012 187.1 39.973381 7.283728 7.249630 4.408100e+06 22.339593
29 South Africa 2012 96.9 8.173869 8.034649 5.133888 5.314503e+07 3.263012
30 United States 2013 290.9 53.291128 16.111175 7.249285 3.160599e+08 9.793870
31 Brazil 2013 60.2 12.258566 2.413447 7.140283 2.017218e+08 25.131802
32 Finland 2013 218.8 49.892223 9.228086 7.444636 5.438972e+06 41.077983
33 Germany 2013 169.3 46.298923 9.624229 6.965125 8.064560e+07 1.415452
34 Israel 2013 127.3 36.941842 8.313481 7.320563 8.059500e+06 0.199268
35 Australia 2013 235.9 68.198419 16.794588 7.364169 2.312813e+07 56.932898
36 China 2013 87.2 7.020386 7.320155 5.241090 1.363240e+09 1.514192
37 India 2013 20.3 1.438057 1.527674 4.427789 1.291132e+09 0.544446
38 New Zealand 2013 186.2 42.976650 7.178024 7.280152 4.442100e+06 22.167925
39 South Africa 2013 95.7 7.441231 8.116435 3.660727 5.387362e+07 3.212127
40 United States 2014 291.8 55.123850 16.040917 7.151114 3.183863e+08 9.730945
41 Brazil 2014 61.1 12.071404 2.514592 6.980999 2.034596e+08 24.841485
42 Finland 2014 210.1 50.327240 8.452183 7.384571 5.461512e+06 40.969607
43 Germany 2014 161.6 48.023870 9.088528 6.984214 8.098250e+07 1.409811
44 Israel 2014 123.2 38.259681 7.877332 7.400570 8.215700e+06 0.198157
45 Australia 2014 234.8 62.558244 16.155745 7.288550 2.347569e+07 56.392312
46 China 2014 89.2 7.636074 7.304713 5.195619 1.371860e+09 1.518795
47 India 2014 21.4 1.559864 1.642465 4.424379 1.307247e+09 0.539773
48 New Zealand 2014 192.6 44.572899 7.078645 7.305892 4.516500e+06 21.802086
49 South Africa 2014 95.3 6.965138 8.191153 4.828456 5.472955e+07 3.155241
50 United States 2015 287.0 56.762729 15.560015 6.863947 3.207390e+08 9.668142
51 Brazil 2015 59.7 8.783215 2.365361 6.546897 2.051882e+08 24.557201
52 Finland 2015 207.9 42.801908 7.813698 7.447926 5.479531e+06 40.895836
53 Germany 2015 163.8 41.103256 9.087345 7.037138 8.168661e+07 1.397904
54 Israel 2015 128.0 36.206522 7.913354 7.079411 8.380100e+06 0.196895
55 Australia 2015 237.0 56.758869 16.198458 7.309061 2.381600e+07 55.884501
56 China 2015 89.9 8.016446 7.145132 5.303878 1.379860e+09 1.524026
57 India 2015 21.9 1.590174 1.631323 4.342079 1.322867e+09 0.535413
58 New Zealand 2015 192.3 38.630727 7.003341 7.418121 4.609400e+06 21.362021
59 South Africa 2015 91.9 6.204930 7.607189 4.887326 5.587650e+07 3.083960
60 United States 2016 284.7 57.866745 15.149883 6.803600 3.230718e+08 9.598332
61 Brazil 2016 57.7 8.680736 2.161260 6.374817 2.068596e+08 24.271639
62 Finland 2016 210.9 43.814027 8.316248 7.659843 5.495303e+06 40.778461
63 Germany 2016 165.7 42.136121 9.072972 6.873763 8.234867e+07 1.386665
64 Israel 2016 128.1 37.690474 7.633162 7.159011 8.546000e+06 0.163819
65 Australia 2016 234.8 49.918794 16.320331 7.250080 2.419091e+07 55.408092
66 China 2016 91.0 8.094390 7.105480 5.324956 1.387790e+09 1.530922
67 India 2016 22.6 1.714280 1.639914 4.179177 1.338636e+09 0.531096
68 New Zealand 2016 191.7 40.058196 6.615409 7.225688 4.714100e+06 20.887868
69 South Africa 2016 94.8 5.735067 7.544590 4.769740 5.642227e+07 3.047678
70 United States 2017 283.8 59.907754 14.823245 6.991759 3.251221e+08 9.528573
71 Brazil 2017 57.9 9.896719 2.185487 6.332929 2.085050e+08 23.984638
72 Finland 2017 205.7 46.412136 7.809319 7.788252 5.508214e+06 40.682878
73 Germany 2017 166.7 44.652589 8.858345 7.074325 8.265700e+07 1.381492
74 Israel 2017 131.7 41.114782 7.563874 7.331036 8.713300e+06 0.160674
75 Australia 2017 230.5 53.954553 16.149150 7.257038 2.459259e+07 54.495037
76 China 2017 93.5 8.817046 7.226160 5.099061 1.396215e+09 1.535147
77 India 2017 23.3 1.957970 1.704927 4.046111 1.354196e+09 0.526961
78 New Zealand 2017 193.2 42.910973 6.840494 7.327183 4.813600e+06 20.464621
79 South Africa 2017 92.9 6.734475 7.683708 4.513655 5.664121e+07 3.029471
80 United States 2018 292.4 62.823309 15.222518 6.882685 3.268382e+08 9.478543
81 Brazil 2018 57.8 9.121021 2.064261 6.190922 2.101666e+08 23.745515
82 Finland 2018 209.5 49.987626 8.049188 7.858107 5.515525e+06 40.628952
83 Germany 2018 161.6 47.939278 8.537043 7.118364 8.290578e+07 1.377347
84 Israel 2018 129.9 42.406845 6.914993 6.927179 8.882800e+06 0.157608
85 Australia 2018 228.8 57.273520 15.865714 7.176993 2.496326e+07 53.680934
86 China 2018 96.4 9.905406 7.533193 5.131434 1.402760e+09 1.541383
87 India 2018 24.5 1.974378 1.795595 3.818069 1.369003e+09 0.523207
88 New Zealand 2018 191.1 43.236887 6.613272 7.370286 4.900600e+06 20.110089
89 South Africa 2018 88.2 7.067724 7.667377 4.883922 5.733964e+07 2.986222
90 United States 2019 288.4 65.120395 14.673381 6.943701 3.283300e+08 9.435478
91 Brazil 2019 58.9 8.845324 2.050770 6.451149 2.117829e+08 23.505134
92 Finland 2019 203.4 48.629858 7.423040 7.780348 5.521606e+06 40.584207
93 Germany 2019 156.3 46.805138 7.927188 7.035472 8.309296e+07 1.374244
94 Israel 2019 132.5 44.452233 6.935752 7.331780 9.054000e+06 0.154628
95 Australia 2019 233.2 55.049572 15.599045 7.233995 2.533483e+07 52.893633
96 China 2019 99.1 10.143860 7.645436 5.144120 1.407745e+09 1.549276
97 India 2019 24.8 2.050164 1.752534 3.248770 1.383112e+09 0.519796
98 New Zealand 2019 194.4 42.796431 6.830053 7.205174 4.979200e+06 19.813464
99 South Africa 2019 88.9 6.702527 7.688908 5.034863 5.808706e+07 2.941531
100 United States 2020 265.2 63.528634 13.032828 7.028088 3.315115e+08 9.344924
101 Brazil 2020 56.5 6.923700 1.942523 6.109718 2.131963e+08 23.294006
102 Finland 2020 197.9 49.169719 6.570145 7.889350 5.529543e+06 40.525953
103 Germany 2020 144.6 46.749476 7.255221 7.311898 8.316087e+07 1.373122
104 Israel 2020 121.0 44.846792 6.345216 7.194928 9.215100e+06 0.151925
105 Australia 2020 218.4 51.868248 14.776137 7.137368 2.564925e+07 52.245235
106 China 2020 101.1 10.408720 7.756138 5.771065 1.411100e+09 1.558913
107 India 2020 23.2 1.913220 1.576093 4.225281 1.396387e+09 0.516762
108 New Zealand 2020 174.3 41.760595 6.160799 7.257382 5.090200e+06 19.434580
109 South Africa 2020 82.7 5.753066 6.687563 4.946801 5.880193e+07 2.899580
In [118]:
for index, row in merged_data.iterrows():
    substitution_values = (row['Country_name'], row['year'], row['Energy_consumption_per_capita'],\
                           row['GDP_per_capita'], row['CO2_per_capita'], row['Life_ladder'], \
                           row['Population'], row['Forest_Area_per_capita'])
    cursor.execute(add_row_merged_data, substitution_values)

connection.commit()
In [119]:
#Check
sql_statement = 'SELECT * FROM merged_data;'
cursor.execute(sql_statement)


for (Country_nam, year, Energy_consumption_per_capita, GDP_per_capita, CO2_per_capita, Life_ladder, Population, Forest_Area_per_capita) in cursor:
    print(Country_nam, year, Energy_consumption_per_capita, GDP_per_capita, CO2_per_capita, Life_ladder, Population, Forest_Area_per_capita)
United States 2010 300.7 48.6506431283336 17.4317369879177 7.163616180419922 309327143 9.98037213953772
Brazil 2010 56 11.249291890435199 2.02660566892286 6.837331295013428 196353492 26.05406681537398
Finland 2010 242.8 46.5053031791811 11.6580824827459 7.393264293670654 5363352 41.47033422382122
Germany 2010 169.6 41.572455948150704 9.45338862684134 6.724531173706055 81776930 1.3951367457790358
Israel 2010 135 31.2666053174383 9.25026234324991 7.358916282653809 7623600 0.20200430242929848
Australia 2010 240.5 52.1470241942843 17.9737515176961 7.450047016143799 22031750 58.799732204659186
China 2010 76.2 4.550473943611309 6.33541976743751 4.652736663818359 1337705000 1.499660837030586
India 2010 18.2 1.35063447029491 1.33803383522422 4.989277362823486 1240613620 0.5601744078869616
New Zealand 2010 188.9 33.6767741239925 7.13662169306089 7.223756313323975 4350700 22.635713793182706
South Africa 2010 102.7 8.05956279824609 8.21761222731227 4.65242862701416 51784921 3.3627723406201584
United States 2011 295.4 50.0659665041742 16.604189616843 7.115138530731201 311583481 9.916924960473112
Brazil 2011 58 13.200556234878901 2.11062775987293 7.037816524505615 198185302 25.735587596702807
Finland 2011 225.8 51.1489316365833 10.2302556366865 7.354225158691406 5388272 41.3405262392099
Germany 2011 163.3 46.705895796335305 9.29900290355714 6.621312141418457 80274983 1.4214889338562675
Israel 2011 135.6 34.3547161182231 8.99106338046306 7.43314790725708 7765800 0.2011383244482217
Australia 2011 243.3 62.6096607161044 17.6560553381679 7.405616283416748 22340024 58.30601614393969
China 2011 81.8 5.6143860223103 6.90134732553428 5.03720760345459 1345035000 1.5058876088726316
India 2011 19 1.44960330101563 1.39687849773199 4.634871482849121 1257621191 0.5547171159268419
New Zealand 2011 187.9 38.3876270784076 6.90935218978102 7.190638065338135 4384000 22.463088503649637
South Africa 2011 99.9 8.737041269424349 7.8080537418251 4.930511474609375 52443325 3.313613314945229
United States 2012 285.4 51.7844185738837 15.789760151839 7.026226997375488 313877662 9.853201977782032
Brazil 2012 58.5 12.3275131013057 2.2714176835721 6.660003662109375 199977707 25.42795132659462
Finland 2012 218.5 47.7080612784469 9.12603706225985 7.4202094078063965 5413971 41.20598355624735
Germany 2012 165.1 43.855854465861796 9.45128904680279 6.702362060546875 80425823 1.4190715835136682
Israel 2012 139.3 33.1562283157638 9.61547310536628 7.110854625701904 7910500 0.2002401870931041
Australia 2012 236.5 68.0780442283168 17.4056176654109 7.19558572769165 22733465 57.609106222918506
China 2012 84.6 6.30058217952904 7.04520023039603 5.094917297363281 1354190000 1.5100091419963226
India 2012 19.8 1.4340179872162901 1.49820412282441 4.720146656036377 1274487215 0.5494664769940435
New Zealand 2012 187.1 39.9733807587223 7.28372768312879 7.249629974365234 4408100 22.33959302193689
South Africa 2012 96.9 8.1738691381716 8.03464925875575 5.133887767791748 53145033 3.2630123684371406
United States 2013 290.9 53.2911276891406 16.1111752638496 7.2492852210998535 316059947 9.79386989519428
Brazil 2013 60.2 12.2585657091866 2.4134465369818 7.14028263092041 201721767 25.13180245937465
Finland 2013 218.8 49.8922233632732 9.2280857485569 7.44463586807251 5438972 41.07798311886879
Germany 2013 169.3 46.298922917734096 9.62422936749002 6.96512508392334 80645605 1.4154522121819286
Israel 2013 127.3 36.9418423573582 8.31348098517278 7.320563316345215 8059500 0.19926794466157952
Australia 2013 235.9 68.1984193446869 16.7945880965987 7.364169120788574 23128129 56.932897598417924
China 2013 87.2 7.020386074240649 7.32015492503154 5.241090297698975 1363240000 1.514191939790499
India 2013 20.3 1.43805700508042 1.52767440026001 4.427788734436035 1291132063 0.5444462422896239
New Zealand 2013 186.2 42.9766495882584 7.17802390761126 7.280151844024658 4442100 22.167925080479954
South Africa 2013 95.7 7.44123085399675 8.11643495398564 3.6607272624969482 53873616 3.2121270642015194
United States 2014 291.8 55.1238497869046 16.0409167568247 7.151114463806152 318386329 9.730945451492675
Brazil 2014 61.1 12.0714044637296 2.51459195963426 6.980998992919922 203459650 24.841484785803967
Finland 2014 210.1 50.327240290263205 8.45218320494398 7.384571075439453 5461512 40.96960695133509
Germany 2014 161.6 48.0238699845462 9.08852776834501 6.9842143058776855 80982500 1.409810761584293
Israel 2014 123.2 38.259681095617296 7.8773324245043 7.400570392608643 8215700 0.1981571868495685
Australia 2014 234.8 62.5582438786332 16.1557451398864 7.28855037689209 23475686 56.39231160273655
China 2014 89.2 7.636074340158699 7.30471287157582 5.195619106292725 1371860000 1.5187954747568995
India 2014 21.4 1.55986377870535 1.64246527737333 4.424379348754883 1307246509 0.5397727170369517
New Zealand 2014 192.6 44.5728987536626 7.07864496844902 7.305892467498779 4516500 21.802085685818664
South Africa 2014 95.3 6.9651378973693 8.19115252745267 4.828456401824951 54729551 3.155240575607865
United States 2015 287 56.7627294515989 15.5600154435853 6.863946914672852 320738994 9.668141566846717
Brazil 2015 59.7 8.7832154236384 2.36536062099671 6.546896934509277 205188205 24.557201034045793
Finland 2015 207.9 42.8019081167285 7.81369792414716 7.447925567626953 5479531 40.89583579324581
Germany 2015 163.8 41.1032564363768 9.08734480366678 7.037137508392334 81686611 1.3979035070998356
Israel 2015 128 36.206522217162096 7.9133542559158 7.079411029815674 8380100 0.19689502511903198
Australia 2015 237 56.7588692027821 16.1984582210401 7.309060573577881 23815995 55.884501151432055
China 2015 89.9 8.01644559491162 7.14513153508327 5.303877830505371 1379860000 1.5240259881437248
India 2015 21.9 1.59017433135955 1.63132348717228 4.342079162597656 1322866505 0.5354130574195769
New Zealand 2015 192.3 38.6307265886928 7.00334099882848 7.418120861053467 4609400 21.362021087343255
South Africa 2015 91.9 6.204929901458461 7.60718852417825 4.887325763702393 55876504 3.083959941373569
United States 2016 284.7 57.8667449341091 15.1498827249693 6.803599834442139 323071755 9.59833211046258
Brazil 2016 57.7 8.68073646873878 2.16125984748939 6.374817371368408 206859578 24.271638995608896
Finland 2016 210.9 43.8140265056965 8.31624752993602 7.659843444824219 5495303 40.778461169475094
Germany 2016 165.7 42.1361207907991 9.07297238768971 6.873763084411621 82348669 1.3866647923599105
Israel 2016 128.1 37.6904739511859 7.63316171308214 7.159010887145996 8546000 0.16381933068102036
Australia 2016 234.8 49.9187939327254 16.3203306101751 7.250080108642578 24190907 55.40809197439352
China 2016 91 8.09439016730811 7.10547993572515 5.324955940246582 1387790000 1.5309223081301926
India 2016 22.6 1.7142795374003899 1.63991401876928 4.179177284240723 1338636340 0.5310956969836931
New Zealand 2016 191.7 40.0581961621466 6.61540909187332 7.2256879806518555 4714100 20.887868309963725
South Africa 2016 94.8 5.73506678717842 7.54458957113285 4.769739627838135 56422274 3.0476775891733823
United States 2017 283.8 59.907754260885 14.8232454359428 6.991759300231934 325122128 9.528573213570994
Brazil 2017 57.9 9.89671889500528 2.18548661863967 6.3329291343688965 208504960 23.98463806328636
Finland 2017 205.7 46.4121364777169 7.80931895529113 7.788251876831055 5508214 40.68287833406618
Germany 2017 166.7 44.6525891722719 8.8583445114547 7.074324607849121 82657002 1.381492157191958
Israel 2017 131.7 41.1147817082553 7.56387361849127 7.33103609085083 8713300 0.1606739122949973
Australia 2017 230.5 53.954553494614004 16.1491503049618 7.25703763961792 24592588 54.495037285217805
China 2017 93.5 8.81704560829162 7.22616015441748 5.099061489105225 1396215000 1.535146592752549
India 2017 23.3 1.95796981329558 1.70492672078233 4.046111106872559 1354195680 0.5269607712823304
New Zealand 2017 193.2 42.9109728362488 6.84049360146252 7.327182769775391 4813600 20.46462107362473
South Africa 2017 92.9 6.73447515314548 7.68370781068603 4.513655185699463 56641209 3.0294709987564
United States 2018 292.4 62.823309438197 15.2225180998504 6.882684707641602 326838199 9.478543234782665
Brazil 2018 57.8 9.12102099480377 2.06426147881772 6.190921783447266 210166592 23.745515176836477
Finland 2018 209.5 49.9876261584968 8.04918842721228 7.858107089996338 5515525 40.62895191300919
Germany 2018 161.6 47.939278288450396 8.53704268780674 7.118364334106445 82905782 1.3773466366917568
Israel 2018 129.9 42.406845426360604 6.91499302021885 6.927178859710693 8882800 0.1576079614535957
Australia 2018 228.8 57.2735204750079 15.8657135218488 7.176993370056152 24963258 53.68093379477951
China 2018 96.4 9.90540638307759 7.53319313353674 5.131433963775635 1402760000 1.5413829878240042
India 2018 24.5 1.9743777314935 1.79559529858433 3.818068742752075 1369003306 0.5232069176610155
New Zealand 2018 191.1 43.2368866923404 6.61327184426397 7.370285987854004 4900600 20.11008856058442
South Africa 2018 88.2 7.06772416484458 7.66737702463575 4.883922100067139 57339635 2.9862223573624074
United States 2019 288.4 65.1203946628653 14.6733807134556 6.943701267242432 328329953 9.43547785297554
Brazil 2019 58.9 8.84532414932264 2.05077012882977 6.451148986816406 211782878 23.505134348018444
Finland 2019 203.4 48.6298582283032 7.42303960115952 7.78034782409668 5521606 40.58420684127046
Germany 2019 156.3 46.8051384334439 7.9271876239049 7.035472393035889 83092962 1.374243946196069
Israel 2019 132.5 44.4522325623093 6.9357521537442 7.331779956817627 9054000 0.15462778882261985
Australia 2019 233.2 55.049571919719 15.5990453615115 7.233994960784912 25334826 52.893633451439534
China 2019 99.1 10.143860220595899 7.64543578560038 5.144120216369629 1407745000 1.5492763959381848
India 2019 24.8 2.0501638002619003 1.75253436625037 3.248769760131836 1383112050 0.519795919643676
New Zealand 2019 194.4 42.7964305818389 6.83005302056555 7.205174446105957 4979200 19.813464010282775
South Africa 2019 88.9 6.7025266166630395 7.68890762322173 5.034863471984863 58087055 2.9415314651431372
United States 2020 265.2 63.528634302750795 13.0328279519898 7.028088092803955 331511512 9.344924347604556
Brazil 2020 56.5 6.9236999117682 1.94252335631484 6.109717845916748 213196304 23.294006072450486
Finland 2020 197.9 49.1697193388499 6.57014512772575 7.889349937438965 5529543 40.52595304892285
Germany 2020 144.6 46.7494762280016 7.2552210281684 7.3118977546691895 83160871 1.3731217413535748
Israel 2020 121 44.8467915954816 6.34521600416707 7.194928169250488 9215100 0.15192455860489848
Australia 2020 218.4 51.8682475567823 14.7761369066259 7.1373677253723145 25649248 52.24523541586872
China 2020 101.1 10.408719554107499 7.75613790659769 5.771064758300781 1411100000 1.5589127630926227
India 2020 23.2 1.91321973278751 1.57609323191648 4.225281238555908 1396387127 0.5167621399878459
New Zealand 2020 174.3 41.7605947840005 6.16079918274331 7.257381916046143 5090200 19.434580173667047
South Africa 2020 82.7 5.75306649433369 6.68756314737781 4.946800708770752 58801927 2.899580144711924

5. Data Analysis¶

5.1 Energy Consumption per Capita vs GDP per Capita (average 2011-2020)¶

In [120]:
sql_statement = """
                SELECT 
                Country_name, 
                Energy_consumption_per_capita, 
                GDP_per_capita
                FROM merged_data;
                """
pd.read_sql_query(sql_statement, connection)
Out[120]:
Country_name Energy_consumption_per_capita GDP_per_capita
0 United States 300.7 48.650643
1 Brazil 56.0 11.249292
2 Finland 242.8 46.505303
3 Germany 169.6 41.572456
4 Israel 135.0 31.266605
5 Australia 240.5 52.147024
6 China 76.2 4.550474
7 India 18.2 1.350634
8 New Zealand 188.9 33.676774
9 South Africa 102.7 8.059563
10 United States 295.4 50.065967
11 Brazil 58.0 13.200556
12 Finland 225.8 51.148932
13 Germany 163.3 46.705896
14 Israel 135.6 34.354716
15 Australia 243.3 62.609661
16 China 81.8 5.614386
17 India 19.0 1.449603
18 New Zealand 187.9 38.387627
19 South Africa 99.9 8.737041
20 United States 285.4 51.784419
21 Brazil 58.5 12.327513
22 Finland 218.5 47.708061
23 Germany 165.1 43.855854
24 Israel 139.3 33.156228
25 Australia 236.5 68.078044
26 China 84.6 6.300582
27 India 19.8 1.434018
28 New Zealand 187.1 39.973381
29 South Africa 96.9 8.173869
30 United States 290.9 53.291128
31 Brazil 60.2 12.258566
32 Finland 218.8 49.892223
33 Germany 169.3 46.298923
34 Israel 127.3 36.941842
35 Australia 235.9 68.198419
36 China 87.2 7.020386
37 India 20.3 1.438057
38 New Zealand 186.2 42.976650
39 South Africa 95.7 7.441231
40 United States 291.8 55.123850
41 Brazil 61.1 12.071404
42 Finland 210.1 50.327240
43 Germany 161.6 48.023870
44 Israel 123.2 38.259681
45 Australia 234.8 62.558244
46 China 89.2 7.636074
47 India 21.4 1.559864
48 New Zealand 192.6 44.572899
49 South Africa 95.3 6.965138
50 United States 287.0 56.762729
51 Brazil 59.7 8.783215
52 Finland 207.9 42.801908
53 Germany 163.8 41.103256
54 Israel 128.0 36.206522
55 Australia 237.0 56.758869
56 China 89.9 8.016446
57 India 21.9 1.590174
58 New Zealand 192.3 38.630727
59 South Africa 91.9 6.204930
60 United States 284.7 57.866745
61 Brazil 57.7 8.680736
62 Finland 210.9 43.814027
63 Germany 165.7 42.136121
64 Israel 128.1 37.690474
65 Australia 234.8 49.918794
66 China 91.0 8.094390
67 India 22.6 1.714280
68 New Zealand 191.7 40.058196
69 South Africa 94.8 5.735067
70 United States 283.8 59.907754
71 Brazil 57.9 9.896719
72 Finland 205.7 46.412136
73 Germany 166.7 44.652589
74 Israel 131.7 41.114782
75 Australia 230.5 53.954553
76 China 93.5 8.817046
77 India 23.3 1.957970
78 New Zealand 193.2 42.910973
79 South Africa 92.9 6.734475
80 United States 292.4 62.823309
81 Brazil 57.8 9.121021
82 Finland 209.5 49.987626
83 Germany 161.6 47.939278
84 Israel 129.9 42.406845
85 Australia 228.8 57.273520
86 China 96.4 9.905406
87 India 24.5 1.974378
88 New Zealand 191.1 43.236887
89 South Africa 88.2 7.067724
90 United States 288.4 65.120395
91 Brazil 58.9 8.845324
92 Finland 203.4 48.629858
93 Germany 156.3 46.805138
94 Israel 132.5 44.452233
95 Australia 233.2 55.049572
96 China 99.1 10.143860
97 India 24.8 2.050164
98 New Zealand 194.4 42.796431
99 South Africa 88.9 6.702527
100 United States 265.2 63.528634
101 Brazil 56.5 6.923700
102 Finland 197.9 49.169719
103 Germany 144.6 46.749476
104 Israel 121.0 44.846792
105 Australia 218.4 51.868248
106 China 101.1 10.408720
107 India 23.2 1.913220
108 New Zealand 174.3 41.760595
109 South Africa 82.7 5.753066
In [121]:
result = merged_data.groupby('Country_name')[['Energy_consumption_per_capita', 'GDP_per_capita']].mean()
print(result)
               Energy_consumption_per_capita  GDP_per_capita
Country_name                                                
Australia                         233.972727       58.037723
Brazil                             58.390909       10.305277
China                              90.000000        7.864343
Finland                           213.754545       47.854276
Germany                           162.509091       45.076623
India                              21.727273        1.675669
Israel                            130.145455       38.245156
New Zealand                       189.063636       40.816467
South Africa                       93.627273        7.052239
United States                     287.790909       56.811416
In [122]:
result = result.sort_values(by='Energy_consumption_per_capita', ascending=False)
fig, ax = plt.subplots()
bar_width = 0.35
index = np.arange(len(result))
bars1 = ax.bar(index, result['Energy_consumption_per_capita'], bar_width, label='Energy Consumption per Capita')
bars2 = ax.bar(index + bar_width, result['GDP_per_capita'], bar_width, label='GDP per Capita')
ax.set_xlabel('Country')
ax.set_ylabel('Values')
ax.set_title('Energy Consumption per Capita vs GDP per Capita (average 2011-2020)',fontsize=20)
ax.set_xticks(index + bar_width / 2)
ax.set_xticklabels(result.index, rotation=45, ha='right')
ax.legend()
sns.despine()
plt.tight_layout() 
plt.show()

From above Chart, we find that:¶

  • Normally the higher energy consumption per capita, the higher the GDP per capita. But the gaps between the energy consumption per capita and GDP per capita of South Africa, China, Brazil and Indian are big.
In [123]:
result['PerEnergyGdp'] = result['GDP_per_capita'] / result['Energy_consumption_per_capita']
result = result.sort_values(by='PerEnergyGdp', ascending=False)
fig, ax = plt.subplots()
bar_width = 0.35
index = np.arange(len(result))
bars = ax.bar(index, result['PerEnergyGdp'], bar_width, label='PerEnergyGdp',color="#4682B4")
ax.set_xlabel('Country')
ax.set_ylabel('GDP per Energy unit')
ax.set_title('GDP per Energy unit (average 2010-2020)',fontsize=20)
ax.set_xticks(index)
ax.set_xticklabels(result.index, rotation=45, ha='right')
ax.legend()
sns.despine()
plt.tight_layout()
plt.show()

From above Chart, we find that:¶

  • For same energy consumption unit, Israel has the highes efficiency to have the highest GDP per capita. This indiates also the technology level or industrial structure. Countries such like Israel, Germany, Australia have higher energy efficiency and also focus on less energy consumption industries scuh like agriculture, high technology etc.
  • China, Indian and South Africa as developing countries have some similarity. For same energy consumption produces less GDP.

5.2 Energy Consumption per Capita vs CO2 Emission per Capita (average 2011-2020)¶

In [124]:
sql_statement = """
                SELECT 
                Country_name, 
                Energy_consumption_per_capita, 
                CO2_per_capita
                FROM merged_data;
                """
pd.read_sql_query(sql_statement, connection)
result = merged_data.groupby('Country_name')[['Energy_consumption_per_capita', 'CO2_per_capita']].mean()
print(result)
               Energy_consumption_per_capita  CO2_per_capita
Country_name                                                
Australia                         233.972727       16.444963
Brazil                             58.390909        2.191487
China                              90.000000        7.210761
Finland                           213.754545        8.606935
Germany                           162.509091        8.877686
India                              21.727273        1.591240
Israel                            130.145455        7.941269
New Zealand                       189.063636        6.877249
South Africa                       93.627273        7.749749
United States                     287.790909       15.494514
In [125]:
result = result.sort_values(by='Energy_consumption_per_capita', ascending=False)
fig, ax = plt.subplots()
bar_width = 0.35
index = np.arange(len(result))
bars1 = ax.bar(index, result['Energy_consumption_per_capita'], bar_width, label='Energy Consumption per Capita')
bars2 = ax.bar(index + bar_width, result['CO2_per_capita'], bar_width, label='CO2 per capita')
ax.set_xlabel('Country')
ax.set_ylabel('Values')
ax.set_title('Energy Consumption per Capita vs CO2 Emission per Capita (average 2011-2020)',fontsize=20)
ax.set_xticks(index + bar_width / 2)
ax.set_xticklabels(result.index, rotation=45, ha='right')
ax.legend()
sns.despine()
plt.tight_layout()
plt.show()

From above Chart, we find that:¶

  • United States has the highest energy consumption per capita, but also high CO2 emission per capita. Other countries generally folllow the corelationship.
In [126]:
result['PerEnergyCO2'] = result['CO2_per_capita'] / result['Energy_consumption_per_capita']
result = result.sort_values(by='PerEnergyCO2', ascending=False)
fig, ax = plt.subplots()
bar_width = 0.35
index = np.arange(len(result))
bars = ax.bar(index, result['PerEnergyCO2'], bar_width, label='PerEnergyCO2',color="#4682B4")
ax.set_xlabel('Country')
ax.set_ylabel('CO2 Emission per Energy unit')
ax.set_title('CO2 Emission per Energy Consumption unit (average 2010-2020)',fontsize=20)
ax.set_xticks(index)
ax.set_xticklabels(result.index, rotation=45, ha='right')
ax.legend()
sns.despine()
plt.tight_layout()
plt.show()

From above Chart, we find that:¶

  • For same energy consumption unit, South Africa, China and Indian are ranking top 3 with highest CO2 emission. So this indicate that these countries are consuming more energy which are easier to emit CO2, such like coal, oil, and not so high percentage of clean energy.
  • New Zealand did a good jod in this area with more clean energy and less CO2 emission, although it also has high level energy consumption per capita.

5.3 CO2 per Capita vs ForestArea per capita (average 2011-2020)¶

In [127]:
sql_statement = """
                SELECT 
                Country_name, 
                CO2_per_capita, 
                Forest_Area_per_capita
                FROM merged_data;
                """
pd.read_sql_query(sql_statement, connection)
result = merged_data.groupby('Country_name')[['CO2_per_capita', 'Forest_Area_per_capita']].mean()
print(result)
               CO2_per_capita  Forest_Area_per_capita
Country_name                                         
Australia           16.444963               55.695227
Brazil               2.191487               24.595366
China                7.210761                1.526201
Finland              8.606935               40.923702
Germany              8.877686                1.395612
India                1.591240                0.536528
Israel               7.941269                0.180578
New Zealand          6.877249               21.225550
South Africa         7.749749                3.117746
United States       15.494514                9.666301
In [128]:
result = result.sort_values(by='CO2_per_capita', ascending=False)
fig, ax = plt.subplots()
bar_width = 0.35
index = np.arange(len(result))
bars1 = ax.bar(index, result['CO2_per_capita'], bar_width, label='CO2 per capita')
bars2 = ax.bar(index + bar_width, result['Forest_Area_per_capita'], bar_width, label='ForestArea per capita')
ax.set_xlabel('Country')
ax.set_ylabel('Values')
ax.set_title('CO2 per Capita vs ForestArea per capita (average 2011-2020)',fontsize=20)
ax.set_xticks(index + bar_width / 2)
ax.set_xticklabels(result.index, rotation=45, ha='right')
ax.legend()
sns.despine()
plt.tight_layout()
plt.show()

From above Chart, we find that:¶

  • Although Australia has the highest CO2 emission per capita, it has also very high forest area per capita to conpensate this influence. Same as Finland, New Zealand and Brazil.
  • Germany, Israel, South Afica and China are on the opposite.
In [129]:
result['PerCO2ForestArea'] = result['Forest_Area_per_capita']/result['CO2_per_capita']
result = result.sort_values(by='PerCO2ForestArea', ascending=False)
fig, ax = plt.subplots()
bar_width = 0.35
index = np.arange(len(result))
bars = ax.bar(index, result['PerCO2ForestArea'], bar_width, label='Forest Area per CO2 unit',color="#4682B4")
ax.set_xlabel('Country')
ax.set_ylabel('Forest Area per CO2 unit')
ax.set_title('Forest Area per CO2 Emission unit (average 2010-2020)',fontsize=20)
ax.set_xticks(index)
ax.set_xticklabels(result.index, rotation=45, ha='right')
ax.legend()
sns.despine()
plt.tight_layout()
plt.show()

From above Chart, we find that:¶

  • For same unit of CO2 emission, Brazil has the biggest forest area to absorb the CO2 emission, Finland, Australia and New Zealand have also high performance in this area.
  • China, Germany and Israel need more forest area for conpensation of the CO2 emission.

5.4 GDP per Capita vs Happniess Indicator (average 2010-2020)¶

In [130]:
sql_statement = """
                SELECT 
                Country_name, 
                GDP_per_capita, 
                Life_ladder
                FROM merged_data;
                """
pd.read_sql_query(sql_statement, connection)
result = merged_data.groupby('Country_name')[['GDP_per_capita', 'Life_ladder']].mean()
print(result)
               GDP_per_capita  Life_ladder
Country_name                              
Australia           58.037723     7.278955
Brazil              10.305277     6.605715
China                7.864343     5.181462
Finland             47.854276     7.583703
Germany             45.076623     6.949864
India                1.675669     4.277814
Israel              38.245156     7.240673
New Zealand         40.816467     7.277628
South Africa         7.052239     4.749302
United States       56.811416     7.019924
In [131]:
result = result.sort_values(by='GDP_per_capita', ascending=False)
fig, ax = plt.subplots()
bar_width = 0.35
index = np.arange(len(result))
bars1 = ax.bar(index, result['GDP_per_capita'], bar_width, label='GDP per capita')
bars2 = ax.bar(index + bar_width, result['Life_ladder'], bar_width, label='Happiness')
ax.set_xlabel('Country')
ax.set_ylabel('Values')
ax.set_title('GDP per Capita vs Happniess Indicator (average 2010-2020)',fontsize=20)
ax.set_xticks(index + bar_width / 2)
ax.set_xticklabels(result.index, rotation=45, ha='right')
ax.legend()
sns.despine()
plt.tight_layout()
plt.show()

From above Chart, we find that:¶

  • In general higher GDP per Capita is related to happiness. This is reasonable, as for happiness indicator the GDP per capita is one important parameter.
  • On the other hand, the gap of happiness indicator is not so big as the gap of GDP per capita. So this means double GDP per capita does not mean double happiness.
    If we follow above way to calculate, we will find the total opppsite ranking of the happiness indicator per GDP unit, although this comparation is not so supportive, just as reference.

5.5 Take only the year 2020 for analysis¶

In [132]:
sql_statement = """
    SELECT
        Country_name,
        Energy_consumption_per_capita,
        GDP_per_capita,
        CO2_per_capita,
        Life_ladder,
        Population,
        Forest_Area_per_capita
    FROM merged_data
    WHERE year = 2020;
"""
data_2020=pd.read_sql_query(sql_statement, connection)
In [133]:
data_2020_sorted = data_2020.sort_values(by='Energy_consumption_per_capita', ascending=False)
plt.barh(data_2020_sorted['Country_name'] + ' - Energy', data_2020_sorted['Energy_consumption_per_capita'], color='r', label='Energy Consumption')
plt.barh(data_2020_sorted['Country_name'] + ' - GDP', data_2020_sorted['GDP_per_capita'], color='g', label='GDP per Capita')
plt.barh(data_2020_sorted['Country_name'] + ' - CO2', data_2020_sorted['CO2_per_capita'], color='b', label='CO2 per Capita')
plt.barh(data_2020_sorted['Country_name'] + ' - Life', data_2020_sorted['Life_ladder'], color='y', label='Life Ladder')
plt.barh(data_2020_sorted['Country_name'] + ' - Forest', data_2020_sorted['Forest_Area_per_capita'], color='c', label='Forest Area per Capita')
plt.xlabel('Values')
plt.ylabel('Country')
plt.title('2020 Data by Country',fontsize=20)
plt.legend()
plt.grid(True)
sns.despine()
plt.show()

From above Chart for year 2020, we take the bottom ranking from the energy consumption per capita as basis. And we find that¶

  • Based on the energy consumption per capita ranking, for GDP per capita, China, South Africa, Brazil and Indian still have big gap compared to other developed countries.
  • For CO2 emission per capita, Brazil and Indian are much smaller in 2020 compared to other countries.
  • For forest area per capita, Brazil plays a good role campared to its energy consumption per capita. And Australia, Finland and New Zealand have also good status. United States has relative smaller forest per capita compared to its energy consumption per capita in 2020.

5.6 Take two countries United States and China for analysis (2010-2020)¶

In [134]:
sql_statement = """
    SELECT
        Country_name,
        year,
        Energy_consumption_per_capita,
        GDP_per_capita,
        CO2_per_capita,
        Life_ladder,
        Population,
        Forest_Area_per_capita
    FROM merged_data
    WHERE Country_name IN ('China', 'United States');
"""
china_us_data=pd.read_sql_query(sql_statement, connection)
In [135]:
plt.figure(figsize=(12, 8))
plt.suptitle('United States vs China', fontsize=20)
for i, var in enumerate(['Energy_consumption_per_capita', 'GDP_per_capita', 'CO2_per_capita', 'Life_ladder', 'Forest_Area_per_capita']):
    plt.subplot(3, 2, i+1)
    plot_data = china_us_data.pivot(index='year', columns='Country_name', values=var)
    plot_data = plot_data[['United States', 'China']]
    plot_data.plot(kind='bar', ax=plt.gca(), legend=False)
    plt.title(var, fontsize=14)
    plt.xlabel('Year', fontsize=12)
    plt.ylabel(var, fontsize=12)
    plt.tick_params(axis='both', which='major', labelsize=10)
plt.legend(['United States', 'China'], loc='upper right', fontsize=12)
sns.despine()
plt.tight_layout(rect=[0, 0.03, 1, 0.95])  
plt.show()

From above chart, we can find that:¶

  • China has obviousely lower energy consumption per capita compared to United States from 2010-2020, and even lower GDP per capita compared to United States.
  • For CO2 emission per capita, China is also lower than United States, but even lower forest area per capita compared to United States.
  • Fore happiness indicator, China is a little lower than United States for all these years, but has relative quick increase from 2010 to 2020.

5.7 Take two countries Australia and New Zealand for analysis (2010-2020)¶

In [136]:
sql_statement = """
    SELECT
        Country_name,
        year,
        Energy_consumption_per_capita,
        GDP_per_capita,
        CO2_per_capita,
        Life_ladder,
        Population,
        Forest_Area_per_capita
    FROM merged_data
    WHERE Country_name IN ('Australia', 'New Zealand');
"""
aus_nz_data =pd.read_sql_query(sql_statement, connection)
In [137]:
plt.figure(figsize=(12, 8))
plt.suptitle('Australia vs New Zealand', fontsize=20)
for i, var in enumerate(['Energy_consumption_per_capita', 'GDP_per_capita', 'CO2_per_capita', 'Life_ladder', 'Forest_Area_per_capita']):
    plt.subplot(3, 2, i+1)
    plot_data = aus_nz_data.pivot(index='year', columns='Country_name', values=var)
    # Change the order of columns
    plot_data = plot_data[['Australia', 'New Zealand']]
    plot_data.plot(kind='bar', ax=plt.gca(), legend=False)
    plt.title(var, fontsize=14)
    plt.xlabel('Year', fontsize=12)
    plt.ylabel(var, fontsize=12)
    plt.tick_params(axis='both', which='major', labelsize=10)
plt.legend(['Australia', 'New Zealand'], loc='upper right', fontsize=12)
sns.despine()
plt.tight_layout(rect=[0, 0.03, 1, 0.95])  
plt.show()

From above chart, we can find that:¶

  • New Zealand has a little lower energy consumption per capita compared to Australia from 2010-2020, and also lower GDP per capita.
  • For CO2 emission per capita, New Zealand is also lower than Australia. Related to the energy consumption per capita, good performance of New Zealand. But also has lower forest area per capita compared to Australia.
  • Fore happiness indicator, New Zealand and Australia are on same level.
In [138]:
# Export merged data to a CSV file
merged_data.to_csv('merged_data.csv', index=False)

6. Summary¶

In [139]:
from IPython.display import Image
Image(filename="D:/g.png", width=500, height=200)
Out[139]:

1. Acquire datasets from different sources from excel file, from a web API and from web-scraped¶

We collected data from three resources:

  • Computer excel file base on "bp Statistical Review of World Energy 2021 | 70th edition", about energy consumption per capita 2010-2020
  • Web API from World Bank, about GDP per Capita, CO2 per Capita, Forest Area, Population 2010-2020
  • Web-scraped about Happiness Indicator 2010-2020

2. Wrangle the data into an usable format and perform EDA¶

2.1 Enery Consumption per Capita: United States, Australia, Finland, New Zealand are ranking top 4 as developed countries. Developing countries such like South Africa, China, Bazil, Indian have relative smaller energy consumption per capita.

2.2 GDP per Capita:developing countries such like South Africa, China, Bazil, Indian are relative smaller. China has also relative good increase. United States has very quick increase all the years.And other developed countries also have good overall increase.

2.3 CO2 Emission per Capita:Australia and United States have high CO2 emission per capita, but have big derease from 2010 to 2020.Finland, Israel and Germany have middle CO2 emission per capita, and also have big derease from 2010 to 2020. China has some increase along the years. Other countries are relative stable.

2.4 Forest Area and Forest Area per Capita: Australia has the highest forest area per capita and has clearly drease from 2010 to 2020 caused by population increase.Finland is not a big country, but its forest area per capita is ranking number 2, Brazil and New Zealand is ranking number 3 and 4 with some decrease.Other countries are relatively stable for this part.

2.5 Happiness Indicator: Finland is now the happiest country.Brazil has decreased in this area from 2010 to 2020, while China has increased at the same time period.

3. Integrate datasets into one¶

3.1 Filter out the data of 10 selected countries from 2010 to 2020, and check data type. Data preparation for the merging step.

3.2 Merge the data into one data set and changed the unite of some variable and calculate the new variable forest area per capita for analysis preparation.

4. persist the data into a SQLite relational database with a suitable schema: build up the table and tried to add the new observations.¶

5. Perform group-by queries, pivot tables, cross-tabulation of the data to answer your research questions, together with a rich set of visualisations;¶

5.1 Energy Consumption per Capita vs GDP per Capita (average 2011-2020)¶

For same energy consumption unit, Israel has the highes efficiency to have the highest GDP per capita. This indiates the technology level or industrial structure. Countries such like Germany and Australia also have higher energy efficiency. China, Indian and South Africa as developing countries have some similarity. For same energy consumption produces less GDP.

5.2 Energy Consumption per Capita vs CO2 Emission per Capita (average 2011-2020)¶

For same energy consumption unit, South Africa, China and Indian are ranking top 3 with highest CO2 emission. New Zealand did a good jod in this area with more clean energy and less CO2 emission.

5.3 CO2 per Capita vs ForestArea per capita (average 2011-2020)¶

For same unit of CO2 emission, Brazil has the biggest forest area to absorb the CO2 emission, Finland, Australia and New Zealand are coming after Brazil. China, Germany and Israel need more forest area for conpensation of the CO2 emission.

5.4 GDP per Capita vs Happniess Indicator (average 2010-2020)¶

In general higher GDP per Capita is related to happiness. On the other hand, the gap of happiness indicator is not so big as the gap of GDP per capita.

5.5 Take only the year 2020 for analysis¶

For GDP per capita, China, South Africa, Brazil and Indian still have big gap compared to other developed countries. For CO2 emission per capita, Brazil and Indian are much smaller in 2020 compared to other countries. For forest area per capita, Brazil plays a good role campared to its energy consumption per capita. And Australia, Finland and New Zealand have also good status. United States has relative smaller forest per capita compared to its energy consumption per capita in 2020.

5.6 Take two countries United States and China for analysis (2010-2020)¶

China has obviousely lower energy consumption per capita compared to United States from 2010-2020, and even lower GDP per capita compared to United States.For CO2 emission per capita, China is also lower than United States, but even lower forest area per capita compared to United States.Fore happiness indicator, China is a little lower than United States for all these years, but has relative quick increase from 2010 to 2020.

5.7 Take two countries Australia and New Zealand for analysis (2010-2020)¶

New Zealand has a little lower energy consumption per capita compared to Australia from 2010-2020, and also lower GDP per capita. For CO2 emission per capita, New Zealand is also lower than Australia. Compared the energy consumption per capita with Australia,good performance of New Zealand. But also has lower forest area per capita compared to Australia.Fore happiness indicator, New Zealand and Australia are on same level.